@ARTICLE{deSouza2026radialpaths, author = {{\textbf{{de Souza}, R.~S.}}}, title = {RadialPaths: Radial profiles in multi-centred astronomical structures}, journal = {arXiv e-prints}, year = {2026}, month = {aug}, eid = {arXiv:2608.26326}, eprint = {2608.26326}, archivePrefix = {arXiv}, primaryClass = {astro-ph.IM}, doi = {10.48550/arXiv.2608.26326}, url = {https://arxiv.org/abs/2608.26326}, repository = {https://github.com/RafaelSdeSouza/radialpaths}, documentation = {https://rafaelsdesouza.com.br/radialpaths/}, keywords = {paper, software} } @ARTICLE{deSouzaBunk2026spectropath, author = {{\textbf{{de Souza}, R.~S.}} and {Bunk}, Severin}, title = {The Hidden Geometry of Astrophysical Spectra: Path-Signatures of Line Profiles}, journal = {arXiv e-prints}, year = {2026}, month = {jun}, eid = {arXiv:2606.27432}, eprint = {2606.27432}, archivePrefix = {arXiv}, primaryClass = {astro-ph.IM}, doi = {10.48550/arXiv.2606.27432}, url = {https://arxiv.org/abs/2606.27432}, repository = {https://github.com/RafaelSdeSouza/spectropath}, documentation = {https://rafaelsdesouza.com.br/spectropath/}, keywords = {paper, software} } @article{Riffel_2026, doi = {10.3847/1538-4357/ae7bf5}, url = {https://doi.org/10.3847/1538-4357/ae7bf5}, year = {2026}, month = {jul}, publisher = {The American Astronomical Society}, volume = {1005}, number = {2}, pages = {168}, author = {{Riffel}, Rog{\'e}rio and {Riffel}, Rogemar A. and {Souza-Oliveira}, Gabriel L. and {Zakamska}, Nadia L. and {Storchi-Bergmann}, Thaisa and {Bianchin}, Marina and {Nery Marinho}, Lais and {Jaison}, Sandra and {Parekh}, Suresh and {de Mellos}, Mait{\^e} S.~Z. and {Costa-Souza}, Jos{\'e} Henrique and {\textbf{{de Souza}, R.~S.}}}, title = {Blowing Star Formation Away in Active Galactic Nucleus Hosts. V. The Feeding–Feedback Cycle in Local Active Galactic Nuclei as Revealed by their Stellar Populations}, journal = {ApJ} } @article{deLima_2026, doi = {10.3847/2515-5172/ae7d2d}, url = {https://doi.org/10.3847/2515-5172/ae7d2d}, year = {2026}, month = {jun}, publisher = {The American Astronomical Society}, volume = {10}, number = {6}, pages = {161}, author = {de Lima, Bruna R. Bragança and Wille, Andressa and {\textbf{{de Souza}, R.~S.}} and Chies-Santos, Ana L.}, title = {ELMA: Ellipse-based Bar Major Axis Estimator}, journal = {Research Notes of the AAS} } @ARTICLE{2026arXiv260418812D, author = {{\textbf{{de Souza}, R.~S.}} and {Wille}, Andressa and {Shenoy}, Shravya and {Patil}, Aarya A. and {Krone-Martins}, Alberto and {Chies-Santos}, Ana L. and {Boehm}, Celine and {Rosa}, Reinaldo R. and {Pessi}, Thallis and {Ishida}, Emille E.~O. and {Dage}, Kristen C. and {Nakazono}, Lilianne and {Darc}, Phelipe and {Durgesh}, Rupesh}, title = {sagui: SED-based segmentation of multiband Galaxy images – application to JADES in GOODS-South}, journal = {MNRAS}, volume = {549}, number = {4}, pages = {1}, year = {2026}, month = {07}, abstract = {We present sagui, a modular framework for the analysis of multiband imaging data in spatially resolved galaxies, with synergies to integral-field spectroscopy (IFS). Building on the spectro-spatial paradigm introduced by capivara for IFS data, sagui extends this approach to imaging data sets, enabling a coherent, pixel-level treatment of spatial and spectral information across multiple bands. The method follows a two-stage strategy: a starlet-based decomposition is first used to identify and mask spatial structures across multiple scales while suppressing noise, and a spectral-similarity analysis then partitions the image into coherent pixel groups that preserve spectral consistency. In addition to compact and high-contrast structures, the framework incorporates a dedicated statistical treatment, based on a copula transform, to identify and recover faint, diffuse low-surface-brightness components. We demonstrate the method across a diverse range of galaxy morphologies, highlighting its ability to characterize complex spatial structures, including clumps, bars, interacting systems, and low-surface-brightness features. As a case study, we apply it to 11 morphologically diverse galaxies from the James Webb Space Telescope Advanced Deep Extragalactic Survey in the Great Observatories Origins Deep Survey South (GOODS-South) field. sagui is released under an MIT license and is available at GitHub.}, issn = {0035-8711}, doi = {10.1093/mnras/stag1062}, url = {https://doi.org/10.1093/mnras/stag1062} } @article{Wille_2026, doi = {10.3847/2515-5172/ae7c78}, url = {https://doi.org/10.3847/2515-5172/ae7c78}, year = {2026}, month = {jun}, publisher = {The American Astronomical Society}, volume = {10}, number = {6}, pages = {159}, author = {Wille, Andressa and {\textbf{{de Souza}, R.~S.}} and Chies-Santos, Ana L. and Pessi, Thallis and Ishida, Emille E. O. and Krone-Martins, Alberto}, title = {Lightstack: A Python Package for Creating Photometric Data Cubes}, journal = {RNAAS}, abstract = {Multi-band photometry traces diverse physical processes across a wide range of wavelengths. In recent decades, this field has been driven by the rapid growth of multi-imaging datasets, from high-resolution observation from Hubble Space Telescope and James Webb Space Telescope to the forthcoming large-scale surveys enabled by the Roman Space Telescope and Rubin Observatory, for example. In this work, we present lightstack, a Python package for combining standalone images into photometric data cubes. The workflow consists of three main steps: cropping a region of interest from a mosaic across all available filters; stacking the images to construct the data cube; and performing point-spread function matching on the cube. This package is intended for preparing data for studies involving multi-band photometry. The code is released under an MIT license and is available on GitHub (https://github.com/AndressaWille/lightstack) together with a Jupyter tutorial notebook. The version used for this publication (v0.2.1) is archived on Zenodo (https://doi.org/10.5281/zenodo.20360028 ).} } @article{deSouza_2026, doi = {10.3847/2515-5172/ae5b93}, url = {https://doi.org/10.3847/2515-5172/ae5b93}, year = {2026}, month = {apr}, publisher = {The American Astronomical Society}, volume = {10}, number = {4}, pages = {80}, author = {{\textbf{{de Souza}, R.~S.}}}, title = {PowerSpectR: An R Package for Radial Power Spectrum Estimation}, journal = {Research Notes of the AAS}, abstract = {I present here PowerSpectR, an R package for computing and visualizing median-based radial Fourier power spectra from imaging data. Power spectra provide a representation of spatial structure by decomposing contributions across spatial scales, and the resulting slopes can serve as compact, low-dimensional summaries of morphological complexity across images. PowerSpectR provides a workflow for estimating these slopes, combining edge-effect mitigation through Hann windowing (R. B. Blackman & J. W. Tukey 1958), Fourier-domain analysis, and radial binning with azimuthal median statistics. The use of median aggregation helps to reduce sensitivity to bright compact sources, masking artifacts, and other localized features that can bias standard estimators. PowerSpectR is released under the MIT license at this repository https://github.com/RafaelSdeSouza/PowerSpectR, and the archived software release is available in Zenodo (R. S. de Souza 2026).} } @tns{2024TNSAN.153....1P, author = {{Pessi}, P. and {Durgesh}, R. and {Ishida}, E.~E.~O. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Hostless candidates detected by ELEPHANT}", journal = {Transient Name Server AstroNote}, keywords = {Time-domain, Transient, Surveys, ZTF24aaospih, 2024jkf, AT2024jkf, AT 2024jkf, ZTF24aanrbmb, 2024jbf, AT2024jbf, AT 2024jbf}, year = 2024, month = jun, volume = {153}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSAN.153....1P}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSAN.191....1H, author = {{Hayes}, E.~E. and {Durgesh}, R. and {Ishida}, E.~E.~O. and {Pessi}, P. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Hostless candidates detected by ELEPHANT}", journal = {Transient Name Server AstroNote}, keywords = {Time-domain, Transient, Surveys, ZTF24aarwigk, 2024lsk, AT2024lsk, AT 2024lsk, ZTF24aatbnwe, 2024nph, AT2024nph, AT 2024nph, ZTF24aatxncb, 2024php, AT2024php, AT 2024php, ZTF24aatiglb, 2024phm, AT2024phm, AT 2024phm, ZTF24aasuxmk, 2024pho, AT2024pho, AT 2024pho}, year = 2024, month = jul, volume = {191}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSAN.191....1H}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSAN.215....1P, author = {{Pessi}, P. and {Ishida}, E.~E.~O. and {Durgesh}, R. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Hostless candidates detected by ELEPHANT}", journal = {Transient Name Server AstroNote}, keywords = {Time-domain, Transient, Surveys, ZTF24aawxpeu, 2024qaq, AT2024qaq, AT 2024qaq, ZTF24aawjvjv, 2024puz, AT2024puz, AT 2024puz, ZTF24aawpwxe, 2024pux, AT2024pux, AT 2024pux}, year = 2024, month = aug, volume = {215}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSAN.215....1P}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSAN.220....1H, author = {{Hayes}, E.~E. and {Durgesh}, R. and {Pessi}, P. and {Ishida}, E.~E.~O. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Hostless candidates detected by ELEPHANT}", journal = {Transient Name Server AstroNote}, keywords = {Time-domain, Transient, Surveys, ZTF24abaalzx, 2024rue, AT2024rue, AT 2024rue, ZTF24aaywynf, 2024rws, AT2024rws, AT 2024rws, ZTF24aavxdpn, 2024qxg, AT2024qxg, AT 2024qxg, ZTF24aazaydb, 2024rwv, AT2024rwv, AT 2024rwv}, year = 2024, month = aug, volume = {220}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSAN.220....1H}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSAN.207....1N, author = {{Nakazono}, L. and {Durgesh}, R. and {Pessi}, P. and {Ishida}, E.~E.~O. and {Hayes}, E.~E. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Hostless candidates detected by ELEPHANT}", journal = {Transient Name Server AstroNote}, keywords = {Time-domain, Transient, Surveys, ZTF24aavaoxn, 2024psq, AT2024psq, AT 2024psq, ZTF24aavukbc, 2024pqn, AT2024pqn, AT 2024pqn, ZTF24aauuert, 2024pnx, AT2024pnx, AT 2024pnx, ZTF24aavrelg, 2024pps, AT2024pps, AT 2024pps, ZTF24aawxsum, 2024qru, AT2024qru, AT 2024qru}, year = 2024, month = jul, volume = {207}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSAN.207....1N}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSAN.218....1D, author = {{Durgesh}, R. and {Pessi}, P. and {Ishida}, E.~E.~O. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Hostless candidates detected by ELEPHANT}", journal = {Transient Name Server AstroNote}, keywords = {Time-domain, Transient, Surveys, ZTF24aaxseec, 2024rkn, AT2024rkn, AT 2024rkn, ZTF24aaxxhcd, 2024rcj, AT2024rcj, AT 2024rcj, ZTF24aawxqtz, 2024qnx, AT2024qnx, AT 2024qnx, ZTF24aawnwza, 2024pxv, AT2024pxv, AT 2024pxv, ZTF24aaxoguq, 2024qkx, AT2024qkx, AT 2024qkx}, year = 2024, month = aug, volume = {218}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSAN.218....1D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSTR3462....1P, author = {{Pessi}, P. and {Durgesh}, R. and {Ishida}, E.~E.~O. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{COIN/Fink Transient Discovery Report for 2024-09-12}", journal = {Transient Name Server Discovery Report}, keywords = {Transient, 2024vge, AT2024vge, AT 2024vge, ZTF24abdkymk, 2024vgg, AT2024vgg, AT 2024vgg, ZTF24abebruy}, year = 2024, month = sep, volume = {2024-3462}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSTR3462....1P}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSTR3461....1P, author = {{Pessi}, P. and {Ishida}, E.~E.~O. and {Durgesh}, R. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{COIN/Fink Transient Discovery Report for 2024-09-12}", journal = {Transient Name Server Discovery Report}, keywords = {Transient, 2024vgf, AT2024vgf, AT 2024vgf, ZTF24abdofqs}, year = 2024, month = sep, volume = {2024-3461}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSTR3461....1P}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSAN.137....1P, author = {{Pessi}, P. and {Durgesh}, R. and {Ishida}, E.~E.~O. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Hostless candidates detected by ELEPHANT}", journal = {Transient Name Server AstroNote}, keywords = {Time-domain, Transient, Surveys, ZTF24aajjcnd, 2024hph, AT2024hph, AT 2024hph, ZTF24aajxobf, 2024gtg, AT2024gtg, AT 2024gtg, ZTF24aajxsgx, 2024gsi, AT2024gsi, AT 2024gsi, ZTF24aalazse, 2024hqs, AT2024hqs, AT 2024hqs, ZTF24aalngme, 2024hvc, AT2024hvc, AT 2024hvc}, year = 2024, month = may, volume = {137}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSAN.137....1P}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSAN.199....1D, author = {{Durgesh}, R. and {Pessi}, P. and {Ishida}, E.~E.~O. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Hostless candidates detected by ELEPHANT}", journal = {Transient Name Server AstroNote}, keywords = {Time-domain, Transient, Surveys, ZTF24aaumjxr, 2024pqo, AT2024pqo, AT 2024pqo, ZTF24aaunsvk, 2024pgq, AT2024pgq, AT 2024pgq, ZTF24aaucxqe, 2024nuf, AT2024nuf, AT 2024nuf, ZTF24aartoqh, 2024lhp, AT2024lhp, AT 2024lhp, ZTF24aatkhhr, 2024pcy, AT2024pcy, AT 2024pcy}, year = 2024, month = jul, volume = {199}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSAN.199....1D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSTR2379....1P, author = {{Pessi}, P. and {Ishida}, E.~E.~O. and {Durgesh}, R. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Fink Transient Discovery Report for 2024-07-11}", journal = {Transient Name Server Discovery Report}, keywords = {Transient, 2024phm, AT2024phm, AT 2024phm, ZTF24aatiglb}, year = 2024, month = jul, volume = {2024-2379}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSTR2379....1P}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSAN.171....1D, author = {{Durgesh}, R. and {Pessi}, P. and {Ishida}, E.~E.~O. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Hostless candidates detected by ELEPHANT}", journal = {Transient Name Server AstroNote}, keywords = {Time-domain, Transient, Surveys, ZTF24aaoerww, 2024jje, AT2024jje, AT 2024jje, ZTF24aapzgnb, 2024kcq, AT2024kcq, AT 2024kcq, GOTO24csc, 2024lhl, AT2024lhl, AT 2024lhl, ZTF24aaowjlw, 2024jwx, AT2024jwx, AT 2024jwx, ZTF24aapwpdm, 2024kqf, AT2024kqf, AT 2024kqf, ZTF24aaotlsk, 2024knu, AT2024knu, AT 2024knu, ZTF24aapzmaf, 2024kng, AT2024kng, AT 2024kng}, year = 2024, month = jun, volume = {171}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSAN.171....1D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSTR2380....1P, author = {{Pessi}, P. and {Ishida}, E.~E.~O. and {Durgesh}, R. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Fink Transient Discovery Report for 2024-07-11}", journal = {Transient Name Server Discovery Report}, keywords = {Transient, 2024php, AT2024php, AT 2024php, ZTF24aatxncb}, year = 2024, month = jul, volume = {2024-2380}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSTR2380....1P}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSTR2684....1P, author = {{Pessi}, P. and {Ishida}, E.~E.~O. and {Durgesh}, R. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Fink Transient Discovery Report for 2024-07-31}", journal = {Transient Name Server Discovery Report}, keywords = {Transient, 2024qru, AT2024qru, AT 2024qru, ZTF24aawxsum}, year = 2024, month = jul, volume = {2024-2684}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSTR2684....1P}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @tns{2024TNSTR2381....1P, author = {{Pessi}, P. and {Ishida}, E.~E.~O. and {Durgesh}, R. and {Hayes}, E.~E. and {Nakazono}, L. and {Oliveira}, R.~A.~P. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {Souza}, R.~S.~D. and et al.}, title = "{Fink Transient Discovery Report for 2024-07-11}", journal = {Transient Name Server Discovery Report}, keywords = {Transient, 2024pho, AT2024pho, AT 2024pho, ZTF24aasuxmk}, year = 2024, month = jul, volume = {2024-2381}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024TNSTR2381....1P}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @article{deSouza_2026rnaasb, doi = {10.3847/2515-5172/ae5107}, url = {https://doi.org/10.3847/2515-5172/ae5107}, year = {2026}, month = {mar}, publisher = {The American Astronomical Society}, volume = {10}, number = {3}, pages = {56}, author = {{\textbf{{de Souza}, R.~S.}} and Coelho, Paula and P, Niranjana and Chies-Santos, Ana L. and Riffel, Rogério}, title = {SpectralUnmix: A Torch-based Regularized Non-negative Matrix Factorization}, journal = {Research Notes of the AAS}, repository = {https://github.com/RafaelSdeSouza/SpectralUnmix}, documentation = {https://rafaelsdesouza.github.io/SpectralUnmix/}, keywords = {paper, software}, abstract = {We present SpectralUnmix, an R package for regularized non-negative matrix factorization (NMF), implemented in torch with optional GPU acceleration. The package estimates low-rank non-negative representations through proximal-gradient updates and allows smoothness regularization along the spectral axis. As a compact demonstration, we apply the method to a subset of stellar spectra and compare the recovered NMF components with principal-component directions and representative stellar spectra. The package is released under the MIT license at https://rafaelsdesouza.github.io/SpectralUnmix/; a copy has been deposited to Zenodo (R. S. de Souza 2026).} } @article{refId0, author = {{Azevedo, G. M.} and {Chies-Santos, A. L.} and {Riffel, R.} and {Perez, I.} and {Ferrari, F.} and {\textbf{{de Souza}, R.~S.}} and {Argudo-Fernandéz, M.} and {Bidaran, B.}}, title = {Galaxy interactions in void substructures: Morphology and stellar populations of two triplets from CAVITY}, DOI= "10.1051/0004-6361/202556280", url= "https://doi.org/10.1051/0004-6361/202556280", journal = {A\&A}, year = 2026, volume = 706, pages = "A194", } @software{2024ascl.soft04005M, author = {{Mi}, Chen and {\textbf{{de Souza}, R.~S.}} and {Xu}, Quanfeng and {Shen}, Shiyin and {Chies-Santos}, Ana L. and {Ye}, Renhao and {Canossa-Gosteinski}, Marco A. and {Cong}, Yanping}, title = "{GalMOSS: GPU-accelerated galaxy surface brightness fitting via gradient descent}", howpublished = {Astrophysics Source Code Library, record ascl:2404.005}, year = 2024, month = apr, eid = {ascl:2404.005}, archivePrefix = {ascl}, eprint = {2404.005}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024ascl.soft04005M}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @software{2025ascl.soft07023S, author = {{\textbf{{de Souza}, R.~S.}} and {Dahmer-Hahn}, Luis G. and {Shen}, Shiyin and {Chies-Santos}, Ana L. and {Chen}, Mi and {Rahna}, P.~T. and {Coelho}, Paula and {Riffel}, Rog{\'e}rio and {Ye}, Renhao and {Tahmasebzadeh}, Behzad}, title = "{Capivara: Scalable spectral-based segmentation package}", howpublished = {Astrophysics Source Code Library, record ascl:2507.023}, year = 2025, month = jul, eid = {ascl:2507.023}, archivePrefix = {ascl}, eprint = {2507.023}, adsurl = {https://ui.adsabs.harvard.edu/abs/2025ascl.soft07023S}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2024PrA....42..105M, author = {{MU}, Zi-hao and {SHEN}, Shi-yin and {\textbf{{de Souza}, R.~S.}} and {Ana}, L. Chies-Santos}, title = "{Statistical Study of the Relationship Between Bar and the Overall Star Formation Properties of Galaxies}", journal = {Progress in Astronomy}, keywords = {barred spiral galaxy, SFR, environment}, year = 2024, month = mar, volume = {42}, pages = {115-127}, doi = {10.3969/j.issn.1000-8349.2024.01.08} } @ARTICLE{2025arXiv251217644S, author = {{Schweder-Souza}, Nicholas and {Chies-Santos}, Ana L. and {\textbf{{de Souza}, R.~S.}} and {Dage}, Kristen C. and {Bonatto}, Charles J. and {Caso}, Juan P. and {Cantiello}, Michele and {dos Santos-Lopes}, Pedro and {Floriano}, Pedro and {Pacheco}, Thayse A. and {Rhode}, Katherine L. and {Barmby}, Pauline and {P.}, Niranjana and {Ordenes-Brice{\~n}o}, Yasna and {Saifollahi}, Teymoor and {Machado}, Rubens E.~G. and {Gschwend}, Julia}, title = "{The contribution of the color space in LSST-like photometry for the selection of extragalactic globular cluster candidates}", journal = {ApJ}, keywords = {Astrophysics of Galaxies}, year = {2026}, month = {jun}, publisher = {The American Astronomical Society}, volume = {1005}, number = {1}, pages = {96} } @ARTICLE{2025arXiv251215670D, author = {{Dantas}, M.~L.~L. and {Smiljanic}, R. and {\textbf{{de Souza}, R.~S.}} and {Tissera}, P.~B. and {Magrini}, L.}, title = "{The Milky Way in motion: gauging stellar trajectories that shape the Galactic thin disc}", journal = {arXiv e-prints}, keywords = {Astrophysics of Galaxies, Solar and Stellar Astrophysics}, year = 2025, month = dec, eid = {arXiv:2512.15670}, pages = {arXiv:2512.15670}, doi = {10.48550/arXiv.2512.15670}, archivePrefix = {arXiv}, eprint = {2512.15670}, primaryClass = {astro-ph.GA}, adsurl = {https://ui.adsabs.harvard.edu/abs/2025arXiv251215670D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2025arXiv251202136D, author = {{Dage}, Kristen C. and {Darc}, Phelipe and {Pessi}, Thallis and {Durgesh}, Rupesh and {Shenoy}, Shravya and {Nakazono}, Lilianne and {Boehm}, Celine and {Chies-Santos}, Ana L. and {\textbf{{de Souza}, R.~S.}} and {Kovacs-Stermeczky}, Zsofia V. and {Bahramian}, Arash and {Bidaran}, Bahar and {Ishida}, Emille E.~O. and {Krone-Martins}, Alberto and {Patil}, Aarya A. and {Rosa}, Reinaldo R. and {Wille}, Andressa and {Plotkin}, Richard M. and {Tahmazebzadeh}, Behzad}, title = "{AT2022zod: An Unusual Tidal Disruption Event in an Elliptical Galaxy at Redshift 0.11}", journal = {arXiv e-prints}, keywords = {High Energy Astrophysical Phenomena, Astrophysics of Galaxies}, year = 2025, month = dec, eid = {arXiv:2512.02136}, pages = {arXiv:2512.02136}, doi = {10.48550/arXiv.2512.02136}, archivePrefix = {arXiv}, eprint = {2512.02136}, primaryClass = {astro-ph.HE}, adsurl = {https://ui.adsabs.harvard.edu/abs/2025arXiv251202136D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @article{deSouza_2025, author = {{\textbf{{de Souza}, R.~S.}} and Chies-Santos, Ana L.}, doi = {10.3847/2515-5172/ae1973}, url = {https://doi.org/10.3847/2515-5172/ae1973}, year = {2025}, month = {nov}, publisher = {The American Astronomical Society}, volume = {9}, number = {11}, pages = {293}, title = {Modeling Globular Cluster Counts with Bayesian Latent Models}, journal = {Research Notes of the AAS}, } @article{Dantas2025_probing_origins_II, author = {Dantas, M. L. L. and Smiljanic, R. and Romano, D. and Guiglion, G. and Magrini, L. and Tissera, P. B. and {\textbf{{de Souza}, R.~S.}} }, title = "{Probing the Origins II: Unravelling Lithium Depletion and Stellar Motion: Intrinsic Stellar Properties Drive Depletion, Not Kinematics}", journal = {Astronomy \& Astrophysics}, volume = {699}, pages = {A173}, year = {2025}, month = jul, doi = {10.1051/0004-6361/202554305}, archivePrefix = {arXiv}, eprint = {2505.17173} } @ARTICLE{2024arXiv241021962D, author = {{\textbf{{de Souza}, R.~S.}} and {Dahmer-Hahn}, Luis G. and {Shen}, Shiyin and {Chies-Santos}, Ana L. and {Chen}, Mi and {Rahna}, P.~T. and {Ye}, Renhao and {Tahmasebzade}, Behzad}, title = "{Capivara: A Spectral-based Segmentation Method for IFU Data Cubes}", journal = {\mnras}, volume = {539}, number = {4}, pages = {3166-3179}, year = {2025}, month = {04}, issn = {0035-8711}, doi = {10.1093/mnras/staf688}, url = {https://doi.org/10.1093/mnras/staf688}, archivePrefix = {arXiv}, eprint = {2410.21962} } @article{Sitzia2025, author = {Tommaso Sitzia and Thomas Campagnaro and Marco Ciolli and Davide Pettenella and ... and {\textbf{{de Souza}, R.~S.}} and Simone Iacopino}, title = {Comparing forest expansion (1930s–present) by invasive and native trees in relation to climatic, socio-economic, and landscape variables}, journal = {Ecological Indicators}, volume = {178}, pages = {113961}, year = {2025}, issn = {1470-160X}, month = {08}, doi = {https://doi.org/10.1016/j.ecolind.2025.113961} } @ARTICLE{2025A&A...Dantas, author = {Dantas, M. L. L. and Smiljanic, R. and {\textbf{{de Souza}, R.~S.}} and Tissera, P. B. and Magrini, L.}, title = "{Probing the Origins I: Generalised Additive Model inference of birth radii for Milky Way stars in the solar vicinity}", journal = {Astronomy \& Astrophysics}, year = 2025, month = feb, DOI= "10.1051/0004-6361/202453034", year = 2025, volume = 696, pages = "A205", archivePrefix = {arXiv}, eprint = {2502.20441} } @article{deSouza2025, author = {{\textbf{{de Souza}, R.~S.}} and Emille E. O. Ishida and Alberto Krone-Martins}, title = {A Brief History of Inference in Astronomy}, journal = {Notices of the American Mathematical Society}, volume = {72}, number = {10}, pages = {1137--1145}, year = {2025}, month = {November}, issn = {0002-9920}, doi = {10.1090/noti3267}, note = {Feature article}, } @ARTICLE{2024arXiv241215533Y, author = {{Ye}, Renhao and {Shen}, Shiyin and {\textbf{{de Souza}, R.~S.}} {Xu}, Quanfeng and {Chen}, Mi and {Chen}, Zhu and {Ishida}, Emille E.~O. and {Krone-Martins}, Alberto and {Durgesh}, Rupesh}, title = "{From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption}", journal = {Monthly Notices of the Royal Astronomical Society}, volume = {537}, number = {2}, pages = {640-649}, year = {2025}, month = {01}, issn = {0035-8711}, doi = {10.1093/mnras/staf025}, url = {https://doi.org/10.1093/mnras/staf025} } @BOOKCHAPTER{Souza2016, author = {{\textbf{{de Souza}, R.~S.}} }, title = {Galáxias e astroestatística}, journal = {Planetaria}, volume = {3}, number = {12}, year = {2016}, issn = {2358-2251}, publisher = {Associação Brasileira de Planetários (ABP)} } @ARTICLE{2024arXiv240604213G, author = {{Gondhalekar}, Yash and {Chies-Santos}, Ana L. and {\textbf{{de Souza}, R.~S.}} and {Queiroz}, Carolina and {Lopes}, Amanda R. and {Ferrari}, Fabricio and {Azevedo}, Gabriel M. and {Monteiro-Pereira}, Hellen and {Overzier}, Roderik and {Smith Castelli}, Anal{\'\i}a V. and {Jaff{\'e}}, Yara L. and {Haack}, Rodrigo F. and {Rahna}, P.~T. and {Shen}, Shiyin and {Mu}, Zihao and {Lima-Dias}, Ciria and {Barbosa}, Carlos E. and {Oliveira Schwarz}, Gustavo B. and {Riffel}, Rog{\'e}rio and {Jimenez-Teja}, Yolanda and {Grossi}, Marco and {Mendes de Oliveira}, Claudia L. and {Schoenell}, William and {Ribeiro}, Thiago and {Kanaan}, Antonio}, title = "{Systematic analysis of jellyfish galaxy candidates in Fornax, Antlia, and Hydra from the S-PLUS survey: A self-supervised visual identification aid}", journal = {\mnras}, keywords = {Astrophysics - Astrophysics of Galaxies}, year = 2024, month = jul, volume = {532}, number = {1}, pages = {270-294}, doi = {10.1093/mnras/stae1410}, archivePrefix = {arXiv}, eprint = {2406.04213}, primaryClass = {astro-ph.GA}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024MNRAS.532..270G}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2024arXiv240418165P, author = {{Pessi}, P.~J. and {Durgesh}, R. and {Nakazono}, L. and {Hayes}, E.~E. and {Oliveira}, R.~A.~P. and {Ishida}, E.~E.~O. and {Moitinho}, A. and {Krone-Martins}, A. and {Moews}, B. and {\textbf{{de Souza}, R.~S.}} and {Beck}, R. and {Kuhn}, M.~A. and {Nowak}, K. and {Vaughan}, S.}, title = "{ELEPHANT: ExtragaLactic alErt Pipeline for Hostless AstroNomical Transients}", journal = {\aap}, keywords = {methods: data analysis, methods: statistical, astronomical databases: miscellaneous, stars: general, Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - High Energy Astrophysical Phenomena}, year = 2024, month = nov, volume = {691}, eid = {A181}, pages = {A181}, doi = {10.1051/0004-6361/202450535}, archivePrefix = {arXiv}, eprint = {2404.18165}, primaryClass = {astro-ph.IM}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024A&A...691A.181P}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2024arXiv240407780C, author = {{Chen}, Mi and {\textbf{{de Souza}, R.~S.}} and {Xu}, Quanfeng and {Shen}, Shiyin and {Chies-Santos}, Ana L. and {Ye}, Renhao and {Canossa-Gosteinski}, Marco A. and {Cong}, Yanping}, title = "{Galmoss: A package for GPU-accelerated Galaxy Profile Fitting}", journal = {Astronomy and Computing}, keywords = {Astrophysics - Astrophysics of Galaxies}, year = 2024, month = apr, volume = {47}, pages = {100825}, year = {2024}, issn = {2213-1337}, doi = {https://doi.org/10.1016/j.ascom.2024.100825}, archivePrefix = {arXiv}, eprint = {2404.07780}, primaryClass = {astro-ph.GA}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024arXiv240407780C}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2024arXiv240314847Z, author = {{Zanatta}, Emilio J.~B. and {Sanch{\'e}z-Janssen}, Ruben and {\textbf{{de Souza}, R.~S.}} and {Chies-Santos}, Ana L. and {Blakeslee}, John P.}, title = "{NSCs from groups to clusters: A catalogue of dwarf galaxies in the Shapley Supercluster and the role of environment in galaxy nucleation}", journal = {Monthly Notices of the Royal Astronomical Society}, keywords = {Astrophysics - Astrophysics of Galaxies}, year = 2024, month = may, volume = {530}, number = {3}, pages = {2670-2687}, doi = {10.1093/mnras/stae849}, url = {https://doi.org/10.1093/mnras/stae849}, archivePrefix = {arXiv}, eprint = {2403.14847} } @ARTICLE{2024MNRAS.529.2630K, author = {{Kuhn}, Michael A. and {Hillenbrand}, Lynne A. and {Connelley}, Michael S. and {Rich}, R. Michael and {Staels}, Bart and {Carvalho}, Adolfo S. and {Lucas}, Philip W. and {Fremling}, Christoffer and {Karambelkar}, Viraj R. and {Lee}, Ellen and {Ahumada}, Tom{\'a}s and {Ishida}, Emille E.~O. and {De}, Kishalay and {\textbf{{de Souza}, R.~S.}} and {Kasliwal}, Mansi M.}, title = "{The 2022-2023 accretion outburst of the young star V1741 Sgr}", journal = {\mnras}, keywords = {accretion, accretion discs, techniques: spectroscopic, stars: individual: V1741 Sgr, stars: pre-main-sequence, stars: variables: T Tauri, Herbig Ae/Be}, year = 2024, month = apr, volume = {529}, number = {3}, pages = {2630-2646}, doi = {10.1093/mnras/stae205}, archivePrefix = {arXiv}, eprint = {2401.09522}, adsurl = {https://ui.adsabs.harvard.edu/abs/2024MNRAS.529.2630K}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2023MNRAS.tmp.1589A, author = {{Azevedo}, Gabriel M. and {Chies-Santos}, Ana L. and {Riffel}, Rog{\'e}rio and {Gomes}, Jean M. and {Lassen}, Augusto E. and {Benedetti}, Jo{\~a}o P.~V. and {\textbf{{de Souza}, R.~S.}} and {Xu}, Quanfeng}, title = "{Spatially resolved self-consistent spectral modelling of jellyfish galaxies from MUSE with FADO: trends with mass and stripping intensity}", journal = {\mnras}, keywords = {galaxies: evolution, galaxies: individual: jellyfish galaxies, galaxies: interactions, galaxies: stellar content, Astrophysics - Astrophysics of Galaxies}, year = 2023, month = aug, volume = {523}, number = {3}, pages = {4680-4692}, doi = {10.1093/mnras/stad1641}, archivePrefix = {arXiv}, eprint = {2306.00049}, primaryClass = {astro-ph.GA}, adsurl = {https://ui.adsabs.harvard.edu/abs/2023MNRAS.523.4680A}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2023arXiv230514421M, author = {{Malz}, Alex I. and {Dai}, Mi and {Ponder}, Kara A. and {Ishida}, Emille E.~O. and ... and {\textbf{{de Souza}, R.~S.}} and {Kennamer}, Noble and {Sreejith}, Sreevarsha and {Galbany}, Lluis and {The LSST Dark Energy Science Collaboration} and {The Cosmostatistics Initiative}}, title = "{Are classification metrics good proxies for SN Ia cosmological constraining power?}", keywords = {Astrophysics - Cosmology and Nongalactic Astrophysics, Astrophysics - Instrumentation and Methods for Astrophysics}, archivePrefix = {arXiv}, eprint = {2305.14421}, DOI= "10.1051/0004-6361/202346891", url= "https://doi.org/10.1051/0004-6361/202346891", journal = {A\&A}, year = 2025, volume = 694, pages = "A130", } @ARTICLE{2023arXiv230308627X, author = {{Xu}, Quanfeng and {Shen}, Shiyin and {\textbf{{de Souza}, R.~S.}} and {Chen}, Mi and {Ye}, Renhao and {She}, Yumei and {Chen}, Zhu and {Ishida}, Emille E.~O. and {Krone-Martins}, Alberto and {Durgesh}, Rupesh}, title = "{From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation}", journal = {\mnras}, keywords = {methods: data analysis, techniques: image processing, galaxies: bar, galaxies: bulges, galaxies: disc, galaxies: general, Astrophysics - Astrophysics of Galaxies, Computer Science - Machine Learning}, year = 2023, month = dec, volume = {526}, number = {4}, pages = {6391-6400}, doi = {10.1093/mnras/stad3181}, archivePrefix = {arXiv}, eprint = {2303.08627}, primaryClass = {astro-ph.GA}, adsurl = {https://ui.adsabs.harvard.edu/abs/2023MNRAS.526.6391X}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2023RNAAS...7...57K, author = {{Kuhn}, Michael A. and {Benjamin}, Robert A. and {Ishida}, Emille E.~O. and {\textbf{{de Souza}, R.~S.}} and {Peloton}, Julien and {Veneri}, Michele Delli}, title = "{Repeating Outbursts from the Young Stellar Object Gaia23bab (=SPICY 97589)}", journal = {Research Notes of the American Astronomical Society}, keywords = {Young stellar objects, Optical bursts, Gaia, 1834, 1164, 2360, Astrophysics - Solar and Stellar Astrophysics}, year = 2023, month = mar, volume = {7}, number = {3}, eid = {57}, pages = {57}, doi = {10.3847/2515-5172/acc4c9}, archivePrefix = {arXiv}, eprint = {2303.09409}, primaryClass = {astro-ph.SR}, adsurl = {https://ui.adsabs.harvard.edu/abs/2023RNAAS...7...57K}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2023arXiv230211480D, author = {{D{\'a}lya}, Gergely and {Bleuz{\'e}}, Sibe and {B{\'e}csy}, Bence and {\textbf{{de Souza}, R.~S.}} and {Szalai}, Tam{\'a}s}, title = "{Constraining Supernova Physics through Gravitational-Wave Observations}", journal = {arXiv e-prints}, keywords = {Astrophysics - High Energy Astrophysical Phenomena, General Relativity and Quantum Cosmology}, year = 2023, month = feb, eid = {arXiv:2302.11480}, pages = {arXiv:2302.11480}, doi = {10.48550/arXiv.2302.11480}, archivePrefix = {arXiv}, eprint = {2302.11480}, primaryClass = {astro-ph.HE}, adsurl = {https://ui.adsabs.harvard.edu/abs/2023arXiv230211480D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2022ATel15721....1K, author = {{Kuhn}, Michael A. and {Hillenbrand}, Lynne A. and {Connelley}, Michael S. and {Karambelkar}, Viraj R. and {Fremling}, Christoffer and {Lee}, Ellen and {Ahumada}, Tomas and {\textbf{{de Souza}, R.~S.}} and {Ishida}, Emille E.~O.}, title = "{Photometric and spectroscopic evidence for the EX Lup nature of the ongoing outburst from V1741 Sgr}", journal = {The Astronomer's Telegram}, keywords = {Star, Transient, Variables, Young Stellar Object, Pre-Main-Sequence Star}, year = 2022, month = oct, volume = {15721}, pages = {1}, adsurl = {https://ui.adsabs.harvard.edu/abs/2022ATel15721....1K}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2022arXiv221017433B, author = {{Biswas}, B. and {Ishida}, E.~E.~O. and {Peloton}, J. and {Moller}, A. and {Pruzhinskaya}, M.~V. and {\textbf{{de Souza}, R.~S.}} and {Muthukrishna}, D.}, title = "{Enabling the discovery of fast transients: A kilonova science module for the Fink broker}", DOI= "10.1051/0004-6361/202245340", url= "https://doi.org/10.1051/0004-6361/202245340", journal = {A\&A}, year = 2023, volume = 677, pages = "A77", } @ARTICLE{2022arXiv221014354I, author = {{Iliadis}, Christian and {Palanivelrajan}, Vimal and {\textbf{{de Souza}, R.~S.}} }, title = "{Bayesian Estimation of the $S$ Factor and Thermonuclear Reaction Rate for $^{16}$O(p,$\gamma$)$^{17}$F}", journal = {\prc}, volume = {106}, issue = {5}, pages = {055802}, numpages = {11}, year = {2022}, month = {Nov}, publisher = {American Physical Society}, doi = {10.1103/PhysRevC.106.055802} } @article{universe8110561, AUTHOR = {Villarroel, Beatriz and Pelckmans, Kristiaan and Solano, Enrique and Laaksoharju, Mikael and Souza, Abel and Dom, Onyeuwaoma Nnaemeka and Laggoune, Khaoula and Mimouni, Jamal and Guergouri, Hichem and Mattsson, Lars and García, Aurora Lago and Soodla, Johan and Castillo, Diego and Shultz, Matthew E. and Aworka, Rubby and Comerón, Sébastien and Geier, Stefan and Marcy, Geoffrey W. and Gupta, Alok C. and Bergstedt, Josefine and Bär, Rudolf E. and Buelens, Bart and Enriquez, Emilio and Mellon, Christopher K. and Prieto, Almudena and Wamalwa, Dismas Simiyu and {\textbf{{de Souza}, R.~S.}} and Ward, Martin J.}, TITLE = {Launching the VASCO Citizen Science Project}, JOURNAL = {Universe}, VOLUME = {8}, YEAR = {2022}, NUMBER = {11}, ARTICLE-NUMBER = {561}, URL = {https://www.mdpi.com/2218-1997/8/11/561}, ISSN = {2218-1997}, DOI = {10.3390/universe8110561} } @article{desouza2022sconce, author={ Zhang, Yikun and {\textbf{{de Souza}, R.~S.}} and Chen, Yen-Chi}, title={SCONCE: A cosmic web finder for spherical and conic geometries}, journal = {\mnras}, keywords = {methods: data analysis, methods: statistical, large-scale structure of Universe, cosmology: observations, Astrophysics - Cosmology and Nongalactic Astrophysics, Statistics - Applications}, year = 2022, month = nov, volume = {517}, number = {1}, pages = {1197-1217}, doi = {10.1093/mnras/stac2504}, archivePrefix = {arXiv}, eprint = {2207.07001}, primaryClass = {astro-ph.CO}, adsurl = {https://ui.adsabs.harvard.edu/abs/2022MNRAS.517.1197Z}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @article{desouza2022graphbased, title={A graph-based spectral classification of Type II supernovae}, author={{\textbf{{de Souza}, R.~S.}} and Stephen Thorp and Lluís Galbany and Emille E. O. Ishida and Santiago González-Gaitán and Morgan A. Schmitz and Alberto Krone-Martins and Christina Peters}, journal = {Astronomy and Computing}, volume = {44}, pages = {100715}, year = {2023}, issn = {2213-1337}, doi = {https://doi.org/10.1016/j.ascom.2023.100715}, url = {https://www.sciencedirect.com/science/article/pii/S2213133723000306}} @ARTICLE{2022arXiv2206.06787, author = { {Gondhalekar}, Yash and {\textbf{{de Souza}, R.~S.}} and {Chies-Santos}, Ana L.}, doi = {10.3847/2515-5172/ac780b}, url = {https://doi.org/10.3847/2515-5172/ac780b}, title = "{galmask: A Python package for unsupervised galaxy masking}", journal = {Research Notes of the {AAS}}, year = 2022, month = jun, publisher = {American Astronomical Society}, volume = {6}, number = {6}, pages = {128}, eid = {arXiv:2206.06787}, archivePrefix = {arXiv}, eprint = {2206.06787}, primaryClass = {astro-ph.IM}, adsurl = {https://ui.adsabs.harvard.edu/abs/2022RNAAS...6..128G}, repository = {https://github.com/Yash-10/galmask}, documentation = {https://galmask.readthedocs.io/}, archive = {https://doi.org/10.5281/zenodo.6626668}, keywords = {paper, software} } @article{Veneri_2022, doi = {10.3847/2515-5172/ac74c7}, url = {https://doi.org/10.3847/2515-5172/ac74c7}, year = 2022, month = {jun}, publisher = {American Astronomical Society}, volume = {6}, number = {6}, pages = {113}, author = {{Delli Veneri}, Michele and {\textbf{{de Souza}, R.~S.}} and {Krone-Martins}, Alberto and {Ishida}, Emille E.~O. and {Dantas}, Maria Luiza L. and {Kennamer}, Noble}, title = {How Have Astronomers Cited Other Fields in the Last Decade?}, journal = {Research Notes of the {AAS}}, abstract = {We present a citation pattern analysis between astronomical papers and 13 other disciplines, based on the arXiv database over the past decade (2010–2020). We analyze 12,600 astronomical papers citing over 14,531 unique publications outside astronomy. Two striking patterns are unraveled. First, general relativity recently became the most cited field by astronomers, a trend highly correlated with the discovery of gravitational waves. Second, the fast growth of referenced papers in computer science and statistics, the first with a notable 15 fold increase since 2015. Such findings confirm the critical role of interdisciplinary efforts involving astronomy, statistics, and computer science in recent astronomical research.} } @ARTICLE{2022arXiv2206.06797, author = {\textbf{{de Souza}, R.~S.} and X. Quanfeng and S. Shen and C. Peng and Z. Mu}, title = {qrpca: A package for fast principal component analysis with GPU acceleration}, journal = {Astronomy and Computing}, volume = {41}, pages = {100633}, year = {2022}, issn = {2213-1337}, doi = {https://doi.org/10.1016/j.ascom.2022.100633}, keywords = {Principal component analysis, Astroinformatics, GPU computing} } @ARTICLE{2022arXiv220604090K, author = {{Kuhn}, Michael A. and {Saber}, Ramzi and {Povich}, Matthew S. and {\textbf{{de Souza}, R.~S.}} and {Krone-Martins}, Alberto and {Ishida}, Emille E.~O. and {Zucker}, Catherine and {Benjamin}, Robert A. and {Hillenbrand}, Lynne A. and {Castro-Ginard}, Alfred and {Zhou}, Xingyu}, title = "{Spectroscopic Confirmation of a Population of Isolated, Intermediate-mass Young Stellar Objects}", journal = {\aj}, keywords = {Herbig Ae/Be stars, T Tauri stars, Spectroscopy, Star formation, Young stellar objects, 723, 1681, 1558, 1569, 1834, Astrophysics - Astrophysics of Galaxies, Astrophysics - Solar and Stellar Astrophysics}, year = 2023, month = jan, volume = {165}, number = {1}, eid = {3}, pages = {3}, doi = {10.3847/1538-3881/ac9314}, archivePrefix = {arXiv}, eprint = {2206.04090}, primaryClass = {astro-ph.GA}, adsurl = {https://ui.adsabs.harvard.edu/abs/2023AJ....165....3K}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @article{Chen_2022, doi = {10.3847/2515-5172/ac5c57}, url = {https://doi.org/10.3847/2515-5172/ac5c57}, year = 2022, month = {mar}, publisher = {American Astronomical Society}, volume = {6}, number = {3}, pages = {51}, author = {Peng Chen and {\textbf{{de Souza}, R.~S.}}}, title = {Yonder: A Python Package for Data Denoising and Reconstruction}, journal = {Research Notes of the {AAS}}, abstract = {We present a standalone implementation of a data-deconvolution method based on singular value decomposition. The tool is written in python and packaged in the open-source yonder package. yonder receives as input two matrices, one for the data and another for the errors, and outputs a denoised version of the original dataset. In this Research Note, we briefly describe the methodology and show a demonstration of the yonder on a simulated dataset.} } @ARTICLE{2022arXiv220211472C, author = {{Chies-Santos}, Ana L. and {\textbf{{de Souza}, R.~S.}} and {Caso}, Juan P. and {Ennis}, Ana I. and {de Souza}, Camila P.~E. and {Barbosa}, Renan S. and {Chen}, Peng and {Cenarro}, A. Javier and {Ederoclite}, Alessandro and {Crist{\'o}bal-Hornillos}, David and {Hern{\'a}ndez-Monteagudo}, Carlos and {L{\'o}pez-Sanjuan}, Carlos and {Mar{\'\i}n-Franch}, Antonio and {Moles}, Mariano and {Varela}, Jes{\'u}s and {V{\'a}zquez Rami{\'o}}, H{\'e}ctor and {Alcaniz}, Jailson and {Dupke}, Renato and {Sodr{\'e} Jr.}, Laerte and {Angulo}, Raul E.}, title = "{J-PLUS: A catalogue of globular cluster candidates around the M81/M82/NGC3077 triplet of galaxies}", journal = {\mnras}, year = 2022, month = oct, volume = {516}, number = {1}, pages = {1320-1338}, doi = {10.1093/mnras/stac2002}, archivePrefix = {arXiv}, eprint = {2202.11472}, primaryClass = {astro-ph.GA}, adsurl = {https://ui.adsabs.harvard.edu/abs/2022MNRAS.516.1320C}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{dálya2021glade, title={GLADE+: An Extended Galaxy Catalogue for Multimessenger Searches with Advanced Gravitational-wave Detectors}, author={G. Dálya and R. Díaz and F. R. Bouchet and Z. Frei and J. Jasche and G. Lavaux and R. Macas and S. Mukherjee and M. Pálfi and {\textbf{{de Souza}, R.~S.}} and B. D. Wandelt and M. Bilicki and P. Raffai}, journal = {\mnras}, keywords = {catalogues, galaxies: distances and redshifts}, year = 2022, month = jul, volume = {514}, number = {1}, pages = {1403-1411}, doi = {10.1093/mnras/stac1443}, archivePrefix = {arXiv}, eprint = {2110.06184}, adsurl = {https://ui.adsabs.harvard.edu/abs/2022MNRAS.514.1403D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2021arXiv210900049M, author = {{Moscoso}, Joseph and {\textbf{{de Souza}, R.~S.}} and {Coc}, Alain and {Iliadis}, Christian}, title = "{Bayesian Estimation of the D(p,{\ensuremath{\gamma}})$^{3}$He Thermonuclear Reaction Rate}", journal = {\apj}, keywords = {343, 151, 1129, 1900, 1882, 2087, 2077, 1128, Astrophysics - Cosmology and Nongalactic Astrophysics, Nuclear Experiment, Nuclear Theory, Physics - Data Analysis, Statistics and Probability}, year = 2021, month = dec, volume = {923}, number = {1}, eid = {49}, pages = {49}, doi = {10.3847/1538-4357/ac1db0}, archivePrefix = {arXiv}, eprint = {2109.00049}, primaryClass = {astro-ph.CO}, adsurl = {https://ui.adsabs.harvard.edu/abs/2021ApJ...923...49M}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{asteroids, author = {{\textbf{{de Souza}, R.~S.}} and {Krone-Martins}, A. and {Carruba}, V. and {Domingos}, R.~C. and {Ishida}, E.~E.~O. and {Aljbaae}, S. and {Espinoza}, M. H. and {Barletta}, W.}, title = {Probabilistic Modeling of Asteroid Diameters from Gaia DR2 Errors}, DOI= "https://doi.org/10.3847/2515-5172/ac205e", journal = {Res. Notes AAS}, year = 2021, volume = 5, pages = "199", } @ARTICLE{2021arXiv210705643K, author = {{Kuhn}, M.~A. and {Benjamin}, R.~A. and {Zucker}, C. and {Krone-Martins}, A. and {\textbf{{de Souza}, R.~S.}} and {Castro-Ginard}, A. and {Ishida}, E.~E.~O. and {Povich}, M.~S. and {Hillenbrand}, L.~A.}, title = {A high pitch angle structure in the Sagittarius Arm}, DOI= "10.1051/0004-6361/202141198", url= "https://doi.org/10.1051/0004-6361/202141198", journal = {A\&A}, year = 2021, volume = 651, pages = "L10", } @ARTICLE{2021arXiv210302123Z, author = {{Zanatta}, Emilio J.~B. and {Sánchez-Janssen}, Rubén and {Chies-Santos}, Ana L. and {\textbf{{de Souza}, R.~S.}} and {Blakeslee}, John P.}, title = "{A high occurrence of nuclear star clusters in faint Coma galaxies, and the roles of mass and environment}", journal = {Monthly Notices of the Royal Astronomical Society}, volume = {508}, number = {1}, pages = {986-998}, year = {2021}, month = {08}, issn = {0035-8711}, doi = {10.1093/mnras/stab2348}, } @ARTICLE{2020arXiv201112961K, author = {{Kuhn}, Michael A. and {\textbf{{de Souza}, R.~S.}} and {Krone-Martins}, Alberto and {Castro-Ginard}, Alfred and {Ishida}, Emille E.~O. and {Povich}, Matthew S. and {Hillenbrand}, Lynne A.}, title = "{SPICY: The Spitzer/IRAC Candidate YSO Catalog for the Inner Galactic Midplane}", journal = {\apjs}, keywords = {Young stellar objects, Milky Way disk, Star formation, Star forming regions, Stellar associations, 1834, 1050, 1569, 1565, 1582, Astrophysics - Astrophysics of Galaxies, Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Solar and Stellar Astrophysics}, year = 2021, month = jun, volume = {254}, number = {2}, eid = {33}, pages = {33}, doi = {10.3847/1538-4365/abe465}, archivePrefix = {arXiv}, eprint = {2011.12961}, primaryClass = {astro-ph.GA}, adsurl = {https://ui.adsabs.harvard.edu/abs/2021ApJS..254...33K}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2020arXiv201005941K, author = {{Kennamer}, Noble and {Ishida}, Emille E.~O. and {Gonzalez-Gaitan}, Santiago and {\textbf{{de Souza}, R.~S.}} and {Ihler}, Alexand er and {Ponder}, Kara and {Vilalta}, Ricardo and {Moller}, Anais and {Jones}, David O. and {Dai}, Mi and {Krone-Martins}, Alberto and {Quint}, Bruno and {Sreejith}, Sreevarsha and {Malz}, Alex I. and {Galbany}, Lluis}, journal={2020 IEEE Symposium Series on Computational Intelligence (SSCI)}, title={Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients}, year={2020}, pages={3115-3124}, doi={10.1109/SSCI47803.2020.9308300} } @ARTICLE{2020MNRAS.tmp.2983M, author = {{Moews}, Ben and {Schmitz}, Morgan A. and {Lawler}, Andrew J. and {Zuntz}, Joe and {Malz}, Alex I. and {\textbf{{de Souza}, R.~S.}} and {Vilalta}, Ricardo and {Krone-Martins}, Alberto and {Ishida}, Emille E.~O. and {COIN Collaboration}}, title = "{Ridges in the Dark Energy Survey for cosmic trough identification}", journal = {\mnras}, keywords = {cosmology: large-scale structure of Universe, gravitational lensing: weak, methods: statistical, methods: data analysis, Astrophysics - Cosmology and Nongalactic Astrophysics, Astrophysics - Instrumentation and Methods for Astrophysics, Statistics - Applications, Statistics - Computation, 85A40, 62G07, 62P35, 85A35}, year = 2021, month = jan, volume = {500}, number = {1}, pages = {859-870}, doi = {10.1093/mnras/staa3204}, archivePrefix = {arXiv}, eprint = {2005.08583}, primaryClass = {astro-ph.CO}, adsurl = {https://ui.adsabs.harvard.edu/abs/2021MNRAS.500..859M}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2020arXiv200513025F, author = {{Feigelson}, Eric D. and {\textbf{{de Souza}, R.~S.}} and {Ishida}, Emille E.~O. and {Jogesh Babu}, Gutti}, title = "{21st Century Statistical and Computational Challenges in Astrophysics}", journal = {Annual Review of Statistics and Its Application}, keywords = {Astrophysics - Instrumentation and Methods for Astrophysics}, journal = {Annual Review of Statistics and Its Application}, volume = {8}, number = {1}, pages = {493-517}, year = {2021}, doi = {10.1146/annurev-statistics-042720-112045} } @BOOKCHAPTER{2020arXiv200613905D, title = "{Chapter - Periodic Astrometric Signal Recovery through Convolutional Autoencoders from Intelligent Astrophysics}", editor = {I. Zelinka and D. Baron and M. Brescia}, author = {{Delli Veneri}, Michele and {Desdoigts}, Louis and {Schmitz}, Morgan A. and {Krone-Martins}, Alberto and {Ishida}, Emille E.~O. and {Tuthill}, Peter and {\textbf{{de Souza}, R.~S.}} and {Scalzo}, Richard and {Brescia}, Massimo and {Longo}, Giuseppe and {Picariello}, Antonio}, title = "{Periodic Astrometric Signal Recovery Through Convolutional Autoencoders}", keywords = {Astrophysics - Instrumentation and Methods for Astrophysics}, booktitle = {Intelligent Astrophysics. Edited by I. Zelinka}, year = 2021, editor = {{Zelinka}, I. and {Brescia}, M. and {Baron}, D.}, volume = {39}, pages = {167-195}, doi = {10.1007/978-3-030-65867-0\_8}, adsurl = {https://ui.adsabs.harvard.edu/abs/2021inas.book..167D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @BOOKCHAPTER{ELBOUCHEFRY2020225, title = "Chapter 12 - Learning in Big Data: Introduction to Machine Learning from Knowledge Discovery in Big Data from Astronomy and Earth Observation", editor = "Petr Škoda and Fathalrahman Adam", booktitle = "Knowledge Discovery in Big Data from Astronomy and Earth Observation", publisher = "Elsevier", pages = "225 - 249", year = "2020", isbn = "978-0-12-819154-5", doi = "https://doi.org/10.1016/B978-0-12-819154-5.00023-0", author = {{El Bouchefry},Khadija and {\textbf{{de Souza}, R.~S.}}}, keywords = "Machine learning algorithms, Big Data, Scalable ML, Terascale, Clustering, Astronomy, Geoscience" } @ARTICLE{2019arXiv191206210D, author = {{\textbf{{ de Souza}, R.~S.}} and {Kiat}, Tan Hong and {Coc}, Alain and {Iliadis}, Christian}, title = "{ Hierarchical Bayesian Thermonuclear Rate for the $^7$Be(n,p)$^7$Li Big Bang Nucleosynthesis Reaction}", journal = {ApJ}, doi = {10.3847/1538-4357/ab88aa}, year = 2020, month = {may}, publisher = {American Astronomical Society}, volume = {894}, number = {2}, pages = {134} } @ARTICLE{2020AJ....159....8V, author = {{Villarroel}, Beatriz and {Soodla}, Johan and {Comerón}, Sébastien and {Mattsson}, Lars and {Pelckmans}, Kristiaan and {López-Corredoira}, Martín and {Krisciunas}, Kevin and {Guerras}, Eduardo and {Kochukhov}, Oleg and {Bergstedt}, Josefine and {Buelens}, Bart and {B{\"a}r}, Rudolf E. and {Cubo}, Rubén and {Enriquez}, J. Emilio and {Gupta}, Alok C. and {Imaz}, Iñigo and {Karlsson}, Torgny and {Prieto}, M. Almudena and {Shlyapnikov}, Aleksey A. and {\textbf{{de Souza}, R.~S.}} and {Vavilova}, Irina B. and {Ward}, Martin J.}, title = "{The Vanishing and Appearing Sources during a Century of Observations Project. I. USNO Objects Missing in Modern Sky Surveys and Follow-up Observations of a {\textquotedblleft}Missing Star{\textquotedblright}}", journal = {\aj}, keywords = {Astrobiology, Photographic photometry, Surveys, Transient sources, Gamma-ray transient sources}, year = "2020", month = "Jan", volume = {159}, number = {1}, eid = {8}, pages = {8}, doi = {10.3847/1538-3881/ab570f}, adsurl = {https://ui.adsabs.harvard.edu/abs/2020AJ....159....8V}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{sncosmo, author = {{Moews}, ~B. and {\textbf{{de Souza}, R.~S.} and {Ishida}, E.~E.~O. and {Malz}, A.~I. and {Heneka}, C. and {Vilalta}, R. and {Zuntz}, J.}}, collaboration = {COIN Collaboration}, title = {Stress testing the dark energy equation of state imprint on supernova data}, journal = {Phys. Rev. D}, volume = {99}, issue = {12}, pages = {123529}, numpages = {14}, year = 2019, month = Jun, publisher = {American Physical Society}, doi = {10.1103/PhysRevD.99.123529} } @ARTICLE{rafc, author = {{Cantat-Gaudin}, T. and {Krone-Martins}, A. and {Sedaghat}, N. and {Farahi}, A. and \textbf{{de Souza}, R.~S.} and R.~S. and {Skalidis}, R. and {Malz}, A.~I. and {Mac{\^e}do}, S. and {Moews}, B. and {Jordi}, C. and {Moitinho}, A. and {Castro-Ginard}, A. and {Ishida}, E.~E.~O. and {Heneka}, C. and {Boucaud}, A. and {Trindade}, A.~M.~M.}, title = "{Gaia DR2 unravels incompleteness of nearby cluster population: new open clusters in the direction of Perseus}", journal = {A\&A}, archivePrefix = "arXiv", eprint = {1810.05494}, keywords = {open clusters and associations: general, methods: numerical}, year = 2019, month = apr, volume = 624, eid = {A126}, pages = {A126}, doi = {10.1051/0004-6361/201834453}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{raf2018b, author = {\textbf{{ de Souza}, R.~S.} and {Iliadis}, C. and {Coc}, A. }, title = "{Astrophysical S-factors, thermonuclear rates, and electron screening potential for the \textsuperscript{3}He(d,p)\textsuperscript{4}He}", journal = {ApJ}, archivePrefix = "arXiv", eprint = {1809.06966}, primaryClass = "astro-ph.IM", keywords = {Astrophysics - Instrumentation and Methods for Astrophysics, Physics - Data Analysis, Statistics and Probability}, year = 2019, month = {feb}, publisher = {American Astronomical Society}, volume = {872}, number = {1}, pages = {75}, doi = {10.3847/1538-4357/aafda9}, adsurl = {http://adsabs.harvard.edu/abs/2018arXiv180906966D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{rafnuclear, author = {\textbf{{de Souza}, R.~S.} and {Boston}, R. S. and {Coc}, A. and {Iliadis}, C.}, title = {Thermonuclear fusion rates for tritium + deuterium using Bayesian methods}, journal = {Phys. Rev. C}, volume = {99}, issue = {1}, pages = {014619}, numpages = {17}, year = {2019}, month = jan, publisher = {American Physical Society}, doi = {10.1103/PhysRevC.99.014619}, url = {https://link.aps.org/doi/10.1103/PhysRevC.99.014619} } @ARTICLE{2018arXiv180507435H, author = {{Hattab}, ~M.~W. and \textbf{{de Souza}, R.~S.} and {Ciardi}, B. and {Paardekooper}, J.-P. and {Khochfar}, S. and {Dalla Vecchia}, C.}, title = "{A case study of hurdle and generalized additive models in astronomy: the escape of ionizing radiation}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1805.07435}, primaryClass = "astro-ph.IM", keywords = {Methods: statistical, data analysis, cosmology: dark ages, reionization, first stars}, year = 2019, month = mar, volume = 483, pages = {3307-3321}, doi = {10.1093/mnras/sty3314}, adsurl = {http://adsabs.harvard.edu/abs/2019MNRAS.483.3307H}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2018arXiv180403765I, author = {{Ishida}, E.~E.~O. and {Beck}, R. and {Gonzalez-Gaitan}, S. and \textbf{{de Souza}, R.~S.} and {Krone-Martins}, A. and {Barrett}, J.~W. and {Kennamer}, N. and {Vilalta}, R. and {Burgess}, J.~M. and {Quint}, B. and {Vitorelli}, A.~Z. and {Mahabal}, A. and {Gangler}, E. and {for the COIN collaboration} }, title = "{Optimizing spectroscopic follow-up strategies for supernova photometric classification with active learning}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1804.03765}, primaryClass = "astro-ph.IM", keywords = {Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Cosmology and Nongalactic Astrophysics}, volume = {483}, number = {1}, pages = {2-18}, year = {2019}, doi = {10.1093/mnras/sty3015}, adsurl = {http://adsabs.harvard.edu/abs/2018arXiv180403765I}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2018arXiv180206280G, author = {{González-Gaitán} and \textbf{{de Souza}, R.~S.} and {Krone-Martins}, A. and {Cameron}, E. and {Coelho}, P. and {Galbany}, L. and {Ishida}, E.~E.~O. and {for the COIN collaboration}}, title = "{Spatial field reconstruction with INLA: Application to IFU galaxy data}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1802.06280}, volume = {482}, number = {3}, pages = {3880-3891}, year = {2019}, doi = {10.1093/mnras/sty2881}, adsurl = {http://adsabs.harvard.edu/abs/2018arXiv180206280G}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2018MNRAS.479.2374D, author = {{Dálya}, G. and {Galgóczi}, G. and {Dobos}, L. and {Frei}, Z. and {Heng}, I.~S. and {Macas}, R. and {Messenger}, C. and {Raffai}, P. and \textbf{{de Souza}, R.~S.}}, title = "{GLADE: A galaxy catalogue for multimessenger searches in the advanced gravitational-wave detector era}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1804.05709}, keywords = {catalogues, galaxies: distances and redshifts}, volume = {479}, pages = {2374-2381}, year = 2018, month = jun, doi = {10.1093/mnras/sty1703}, adsurl = {http://adsabs.harvard.edu/abs/2018MNRAS.479.2374D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{rewiew, author = {Long, James P. and \textbf{{de Souza}, R.~S.}}, title = {Statistical Methods in Astronomy}, publisher = {John Wiley \& Sons, Ltd}, archivePrefix = "arXiv", eprint = {1707.05834}, isbn = {9781118445112}, pages = {1-11}, doi = {10.1002/9781118445112.stat07996}, keywords = {astronomy, astrostatistics, review}, title = {Wiley StatsRef: Statistics Reference Online}, year = 2018, } @article{8285192, author={R. Vilalta and E. E. O. Ishida and R. Beck and R. Sutrisno and \textbf{{de Souza}, R.~S.} and A. Mahabal}, booktitle={2017 IEEE Symposium Series on Computational Intelligence (SSCI)}, title={Photometric redshift estimation: An active learning approach}, year={2017}, journal ={2017 IEEE Symposium Series on Computational Intelligence (SSCI)}, %volume={}, %number={}, pages={1-8}, keywords={astronomical photometry;galaxies;learning (artificial intelligence);red shift;sampling methods;Query by Committee approach;active learning approach;astronomy;feature space;galaxy distances;informative instances;machine learning technique;observational selection effects;photometric filters;photometric measurement distributions;photometric redshift estimation;photometric redshift estimators;photometric sample;sampling strategy;spectroscopic follow-up measurements;spectroscopic sample;Adaptation models;Astronomy;Data models;Electronic mail;Estimation;Extraterrestrial measurements;Training}, doi={10.1109/SSCI.2017.8285192}, ISBN={978-1-5386-2726-6}, month={Nov},} @article{doi:10.1093/biosci/bix125, author = {Ripple, William J. and Wolf, Christopher and Newsome, Thomas M. and Galetti, Mauro and Alamgir, Mohammed and Crist, Eileen and Mahmoud, Mahmoud I. and Laurance, William F. and (includes \textbf{{de Souza}, R.~S.})}, title = {World Scientists’ Warning to Humanity: A Second Notice}, journal = {BioScience}, volume = {67}, number = {12}, pages = {1026-1028}, year = {2017}, doi = {10.1093/biosci/bix125}, URL = {http://dx.doi.org/10.1093/biosci/bix125} } @ARTICLE{2017MNRAS.468.4323B, author = {{Beck}, R. and {Lin}, C.-A. and {Ishida}, E.~E.~O. and {Gieseke}, F. and \textbf{{de Souza}, R.~S.} and {Costa-Duarte}, M.~V. and {Hattab}, M.~W. and {Krone-Martins}, A.}, title = "{On the realistic validation of photometric redshifts}", journal = {\mnras}, keywords = {methods: data analysis, methods: statistical, techniques: photometric, catalogues, galaxies: distances and redshifts}, year = 2017, month = jul, volume = 468, pages = {4323-4339}, doi = {10.1093/mnras/stx687}, adsurl = {http://adsabs.harvard.edu/abs/2017MNRAS.468.4323B}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @inproceedings{2017IAUS..325..247I, author = {{Ishida}, E.~E.~O. and {Sasdelli}, M. and {Vilalta}, R. and {Aguena}, M. and {Busti}, V.~C. and {Camacho}, H. and {Trindade}, A.~M.~M. and {Gieseke}, F. and \textbf{{de Souza}, R.~S.} and {Fantaye}, Y.~T. and {Mazzali}, P.~A.}, title = "{Exploring the spectroscopic diversity of type Ia supernovae with Deep Learning and Unsupervised Clustering}", keywords = {supernovae: general, methods: machine learning, data analysis, statistical,}, booktitle = {IAU Symposium}, year = 2017, series = {IAU Symposium}, volume = 325, month = jun, pages = {247-252}, doi = {10.1017/S174392131601293X}, adsurl = {http://adsabs.harvard.edu/abs/2017IAUS..325..247I}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @INPROCEEDINGS{2018IAUS..330..259S, author = {{Smiljanic}, R. and \textbf{{de Souza}, R.~S.}}, title = "{The relation between velocity dispersions and chemical abundances in RAVE giants}", keywords = {Stars: abundances, Stars: kinematics, Galaxy: stellar content,}, booktitle = {Astrometry and Astrophysics in the Gaia Sky}, year = 2018, series = {IAU Symposium}, volume = 330, archivePrefix = "arXiv", eprint = {1709.05078}, editor = {{Recio-Blanco}, A. and {de Laverny}, P. and {Brown}, A.~G.~A. and {Prusti}, T.}, month = apr, pages = {259-260}, doi = {10.1017/S1743921317005944}, adsurl = {http://adsabs.harvard.edu/abs/2018IAUS..330..259S}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @BOOK{2017bmad.book.....H, author = {{Hilbe}, J.~M. and \textbf{{de Souza}, R.~S.} and {Ishida}, E.~E.~O.}, title = "{Bayesian Models for Astrophysical Data Using R, JAGS, Python, and Stan, Cambridge University Press}", booktitle = {Bayesian Models for Astrophysical Data Using R, JAGS, Python, and Stan, by Joseph M.~Hilbe, Rafael S.~de Souza, and Emille E.~O.~Ishida, Cambridge University Press, 2017}, year = 2017, month = may, doi = {10.1017/CBO9781316459515}, adsurl = {http://adsabs.harvard.edu/abs/2017bmad.book.....H}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2017arXiv170307607D, author = {\textbf{{ de Souza}, R.~S.} and {Dantas}, M.~L.~L. and {Costa-Duarte}, M.~V. and {Feigelson}, E.~D. and {Killedar}, M. and {Lablanche}, P.-Y. and {Vilalta}, R. and {Krone-Martins}, A. and {Beck}, R. and {Gieseke}, F. }, title = "{A probabilistic approach to emission-line galaxy classification}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1703.07607}, keywords = {Astrophysics - Astrophysics of Galaxies, Astrophysics - Instrumentation and Methods for Astrophysics, Statistics - Machine Learning}, volume = {472}, number = {3}, pages = {2808-2822}, year = {2017}, doi = {10.1093/mnras/stx2156}, adsurl = {http://adsabs.harvard.edu/abs/2017arXiv170307607D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{7849951, author={{Gupta}, K. D. and {Pampana}, R. and {Vilalta}, R. and {Ishida}, E. E. O. and \textbf{R. S. de Souza}}, title="{Automated supernova Ia classification using adaptive learning techniques}", journal={2016 IEEE Symposium Series on Computational Intelligence (SSCI)}, year= 2016, month= dec, pages={1-8}, doi={10.1109/SSCI.2016.7849951} } @ARTICLE{2016MNRAS.461.2115D, author = {\textbf{{de Souza}, R.~S.} and {Dantas}, M.~L.~L. and {Krone-Martins}, A. and {Cameron}, E. and {Coelho}, P. and {Hattab}, M.~W. and {de Val-Borro}, M. and {Hilbe}, J.~M. and {Elliott}, J. and {Hagen}, A. and {COIN Collaboration} }, title = "{Is the cluster environment quenching the Seyfert activity in elliptical and spiral galaxies?}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1603.06256}, keywords = {methods: data analysis, methods: statistical, galaxies: active, galaxies: clusters: general, galaxies: Seyfert}, year = 2016, month = sep, volume = 461, pages = {2115-2125}, doi = {10.1093/mnras/stw1459}, adsurl = {http://adsabs.harvard.edu/abs/2016MNRAS.461.2115D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2016MNRAS.461.2044S, author = {{Sasdelli}, M. and {Ishida}, E.~E.~O. and {Vilalta}, R. and {Aguena}, M. and {Busti}, V.~C. and {Camacho}, H. and {Trindade}, A.~M.~M. and {Gieseke}, F. and \textbf{{de Souza}, R.~S.} and {Fantaye}, Y.~T. and {Mazzali}, P.~A.}, title = "{Exploring the spectroscopic diversity of Type Ia supernovae with DRACULA: a machine learning approach}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1512.06810}, primaryClass = "astro-ph.SR", keywords = {methods: data analysis, methods: miscellaneous, methods: statistical, supernovae: general}, year = 2016, month = sep, volume = 461, pages = {2044-2059}, doi = {10.1093/mnras/stw1228}, adsurl = {http://adsabs.harvard.edu/abs/2016MNRAS.461.2044S}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @inproceedings{2016ASSP...42...91E, author = {{Elliott}, J. and \textbf{{de Souza}, R.~S.} and {Krone-Martins}, A. and {Cameron}, E. and {Ishida}, E.~E.~O. and {Hilbe}, J.}, title = "{Using Gamma Regression for Photometric Redshifts of Survey Galaxies}", journal = {The Universe of Digital Sky Surveys}, archivePrefix = "arXiv", eprint = {1507.01293}, primaryClass = "astro-ph.IM", keywords = {Physics}, year = 2016, volume = 42, pages = {91}, doi = {10.1007/978-3-319-19330-4_13}, adsurl = {http://adsabs.harvard.edu/abs/2016ASSP...42...91E}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @software{2015ascl.soft12009A, author = {{Aguena}, M. and {Busti}, V.~C. and {Camacho}, H. and {Sasdelli}, M. and {Ishida}, E.~E.~O. and {Vilalta}, R. and {Trindade}, A.~M.~M. and {Gieseke}, F. and \textbf{{de Souza}, R.~S.} and {Fantaye}, Y.~T. and {Mazzali}, P.~A.}, title = "{DRACULA: Dimensionality Reduction And Clustering for Unsupervised Learning in Astronomy}", keywords = {Software}, howpublished = {Astrophysics Source Code Library}, year = 2015, month = dec, archivePrefix = "ascl", eprint = {1512.009}, adsurl = {http://adsabs.harvard.edu/abs/2015ascl.soft12009A}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @software{LOGIT, author = {\textbf{{de Souza}, R.~S.} and {Hilbe}, J.}, title = "{LOGIT: Functions, Data and Code for Binary and Binomial Data}", keywords = {Software}, howpublished = {CRAN}, year = 2016, month = Jun, archivePrefix = "cran", adsurl = {https://cran.r-project.org/web/packages/LOGIT/index.html} } @ARTICLE{2015A&C....13....1I, author = {{Ishida}, E.~E.~O. and {Vitenti}, S.~D.~P. and {Penna-Lima}, M. and {Cisewski}, J. and \textbf{{de Souza}, R.~S.} and {Trindade}, A.~M.~M. and {Cameron}, E. and {Busti}, V.~C. and {COIN Collaboration}}, title = "{COSMOABC: Likelihood-free inference via Population Monte Carlo Approximate Bayesian Computation}", journal = {Astronomy and Computing}, archivePrefix = "arXiv", eprint = {1504.06129}, keywords = {Galaxies: statistics, (cosmology:) large-scale structure of universe}, year = 2015, month = nov, volume = 13, pages = {1-11}, doi = {10.1016/j.ascom.2015.09.001}, adsurl = {http://adsabs.harvard.edu/abs/2015A%26C....13....1I}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2015MNRAS.453.1928D, author = {\textbf{{de Souza}, R.~S.} and {Hilbe}, J.~M. and {Buelens}, B. and {Riggs}, J.~D. and {Cameron}, E. and {Ishida}, E.~E.~O. and {Chies-Santos}, A.~L. and {Killedar}, M.}, title = "{The overlooked potential of generalized linear models in astronomy - III. Bayesian negative binomial regression and globular cluster populations}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1506.04792}, primaryClass = "astro-ph.IM", keywords = {methods: data analysis, methods: statistical, globular clusters: general}, year = 2015, month = oct, volume = 453, pages = {1928-1940}, doi = {10.1093/mnras/stv1825}, adsurl = {http://adsabs.harvard.edu/abs/2015MNRAS.453.1928D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2015A&C....12..100D, author = {\textbf{{de Souza}, R.~S.} and {Ciardi}, B.}, title = "{AMADA-Analysis of multidimensional astronomical datasets}", journal = {Astronomy and Computing}, archivePrefix = "arXiv", eprint = {1503.07736}, primaryClass = "astro-ph.IM", keywords = {Visualization, Web interface, Astronomical datasets, Catalogs, Web-based interaction}, year = 2015, month = sep, volume = 12, pages = {100-108}, doi = {10.1016/j.ascom.2015.06.006}, adsurl = {http://adsabs.harvard.edu/abs/2015A%26C....12..100D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2015A&C....12...21D, author = {\textbf{{de Souza}, R.~S.} and {Cameron}, E. and {Killedar}, M. and {Hilbe}, J. and {Vilalta}, R. and {Maio}, U. and {Biffi}, V. and {Ciardi}, B. and {Riggs}, J.~D.}, title = "{The overlooked potential of Generalized Linear Models in astronomy, I: Binomial regression}", journal = {Astronomy and Computing}, archivePrefix = "arXiv", eprint = {1409.7696}, primaryClass = "astro-ph.IM", keywords = {Cosmology, First stars, Methods, Statistical, Stars, Population III}, year = 2015, month = sep, volume = 12, pages = {21-32}, doi = {10.1016/j.ascom.2015.04.002}, adsurl = {http://adsabs.harvard.edu/abs/2015A%26C....12...21D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @software{2015ascl.soft05013I, author = {{Ishida}, E.~E.~O. and {Vitenti}, S.~D.~P. and {Penna-Lima}, M. and {Trindade}, A.~M. and {Cisewski}, J. and {M.} and \textbf{{de Souza}, R.~S.} and {Cameron}, E. and {Busti}, V.~C.}, title = "{cosmoabc: Likelihood-free inference for cosmology}", keywords = {Software}, howpublished = {Astrophysics Source Code Library}, year = 2015, month = may, archivePrefix = "ascl", eprint = {1505.013}, adsurl = {http://adsabs.harvard.edu/abs/2015ascl.soft05013I}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2015aska.confE...1K, author = {{Koopmans}, L. and {Pritchard}, J. and {Mellema}, G. and {Aguirre}, J. and {Ahn}, K. and {Barkana}, R. and {van Bemmel}, I. and {Bernardi}, G. and {Bonaldi}, A. and {Briggs}, F. and {de Bruyn}, A.~G. and {Chang}, T.~C. and {Chapman}, E. and {Chen}, X. and {Ciardi}, B. and {Dayal}, P. and {Ferrara}, A. and {Fialkov}, A. and {Fiore}, F. and {Ichiki}, K. and {Illiev}, I.~T. and {Inoue}, S. and {Jelic}, V. and {Jones}, M. and {Lazio}, J. and {Maio}, U. and {Majumdar}, S. and {Mack}, K.~J. and {Mesinger}, A. and {Morales}, M.~F. and {Parsons}, A. and {Pen}, U.~L. and {Santos}, M. and {Schneider}, R. and {Semelin}, B. and \textbf{{de Souza}, R.~S.} and {Subrahmanyan}, R. and {Takeuchi}, T. and {Vedantham}, H. and {Wagg}, J. and {Webster}, R. and {Wyithe}, S. and {Datta}, K.~K. and {Trott}, C.}, title = "{The Cosmic Dawn and Epoch of Reionisation with SKA}", journal = {Advancing Astrophysics with the Square Kilometre Array (AASKA14)}, archivePrefix = "arXiv", eprint = {1505.07568}, year = 2015, month = apr, eid = {1}, pages = {1}, adsurl = {http://adsabs.harvard.edu/abs/2015aska.confE...1K}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2015A&C....10...61E, author = {{Elliott}, J. and \textbf{{de Souza}, R.~S.} and {Krone-Martins}, A. and {Cameron}, E. and {Ishida}, E.~E.~O. and {Hilbe}, J.}, title = "{The overlooked potential of Generalized Linear Models in astronomy-II: Gamma regression and photometric redshifts}", journal = {Astronomy and Computing}, archivePrefix = "arXiv", eprint = {1409.7699}, primaryClass = "astro-ph.IM", keywords = {Techniques: photometric, Methods: statistical, Methods: analytical, Galaxies: distances and redshifts}, year = 2015, month = apr, volume = 10, pages = {61-72}, doi = {10.1016/j.ascom.2015.01.002} } @software{2015ascl.soft03006D, author = {\textbf{{de Souza}, R.~S.} and {Ciardi}, B.}, title = "{AMADA: Analysis of Multidimensional Astronomical DAtasets}", keywords = {Software}, howpublished = {Astrophysics Source Code Library}, year = 2015, month = mar, archivePrefix = "ascl", eprint = {1503.006}, adsurl = {http://adsabs.harvard.edu/abs/2015ascl.soft03006D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2014MNRAS.443L..34K, author = {{Krone-Martins}, A. and {Ishida}, E.~E.~O. and \textbf{{de Souza}, R.~S.} }, title = "{The first analytical expression to estimate photometric redshifts suggested by a machine}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1308.4145}, keywords = {methods: data analysis, catalogues, galaxies: distances and redshifts}, year = 2014, month = sep, volume = 443, pages = {L34-L38}, doi = {10.1093/mnrasl/slu067}, adsurl = {http://adsabs.harvard.edu/abs/2014MNRAS.443L..34K}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2014MNRAS.442.1640D, author = {\textbf{{de Souza}, R.~S.} and {Ishida}, E.~E.~O. and {Whalen}, D.~J. and {Johnson}, J.~L. and {Ferrara}, A.}, title = "{Probing the stellar initial mass function with high-z supernovae}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1401.2995}, keywords = {supernovae: general, dark ages, reionization, first stars, infrared: general}, year = 2014, month = aug, volume = 442, pages = {1640-1655}, doi = {10.1093/mnras/stu984} } @software{2014ascl.soft08018D, author = {\textbf{{de Souza}, R.~S.} and {Elliott}, J. and {Krone-Martins}, A. and {Ishida}, E.~E.~O. and {Hilbe}, J. and {Cameron}, E.}, title = "{CosmoPhotoz: Photometric redshift estimation using generalized linear models}", keywords = {Software}, howpublished = {Astrophysics Source Code Library}, year = 2014, month = aug, archivePrefix = "ascl", eprint = {1408.018} } @ARTICLE{2014MNRAS.440..240D, author = {\textbf{{de Souza}, R.~S.} and {Maio}, U. and {Biffi}, V. and {Ciardi}, B. }, title = "{Robust PCA and MIC statistics of baryons in early minihaloes}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1308.6009}, primaryClass = "astro-ph.CO", keywords = {methods: statistical, early Universe, large-scale structure of Universe}, year = 2014, month = may, volume = 440, pages = {240-248}, doi = {10.1093/mnras/stu274} } @ARTICLE{2014IAUS..306..326I, author = {{Ishida}, E.~E.~O. and {Abdalla}, F.~B. and \textbf{{de Souza}, R.~S.} }, title = "{Improved KPCA for supernova photometric classification}", keywords = {(stars:) supernovae: general, techniques: photometric, methods: statistical}, booktitle = {Statistical Challenges in 21st Century Cosmology}, year = 2014, series = {IAU Symposium}, volume = 306, editor = {{Heavens}, A. and {Starck}, J.-L. and {Krone-Martins}, A.}, month = may, pages = {326-329}, doi = {10.1017/S1743921314010928} } @ARTICLE{2013MNRAS.436.1555D, author = {\textbf{{de Souza}, R.~S.} and {Ishida}, E.~E.~O. and {Johnson}, J.~L. and {Whalen}, D.~J. and {Mesinger}, A.}, title = "{Detectability of the first cosmic explosions}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1306.4984}, primaryClass = "astro-ph.CO", keywords = {supernovae: general, stars: Population III, infrared: general}, year = 2013, month = dec, volume = 436, pages = {1555-1563}, doi = {10.1093/mnras/stt1680} } @ARTICLE{2013MNRAS.432.3218D, author = {\textbf{{ de Souza}, R.~S.} and {Mesinger}, A. and {Ferrara}, A. and {Haiman}, Z. and {Perna}, R. and {Yoshida}, N.}, title = "{Constraints on warm dark matter models from high-redshift long gamma-ray bursts}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1303.5060}, primaryClass = "astro-ph.CO", keywords = {methods: statistical, gamma-ray burst: general, dark matter}, year = 2013, month = jul, volume = 432, pages = {3218-3227}, doi = {10.1093/mnras/stt674} } @ARTICLE{2013MNRAS.430..509I, author = {{Ishida}, E.~E.~O. and \textbf{{de Souza}, R.~S.}}, title = "{Kernel PCA for Type Ia supernovae photometric classification}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1201.6676}, keywords = {methods: data analysis, methods: statistical, supernovae: general}, year = 2013, month = mar, volume = 430, pages = {509-532}, doi = {10.1093/mnras/sts650} } @ARTICLE{2013MNRAS.428.2109D, author = {\textbf{{de Souza}, R.~S.} and {Ciardi}, B. and {Maio}, U. and {Ferrara}, A. }, title = "{Dark matter halo environment for primordial star formation}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1209.0825}, primaryClass = "astro-ph.CO", keywords = {methods: statistical, cosmology: theory, dark ages, reionization, first stars, large-scale structure of Universe, early Universe}, year = 2013, month = jan, volume = 428, pages = {2109-2117}, doi = {10.1093/mnras/sts181} } @INPROCEEDINGS{2012IAUS..279..301I, author = {{Ioka}, K. and {Suwa}, Y. and {Nagakura}, H. and \textbf{{de Souza}, R.~S.} and {Yoshida}, N.}, title = "{Population III Gamma-Ray Burst}", keywords = {gamma rays: bursts, stars: Population III,}, booktitle = {Death of Massive Stars: Supernovae and Gamma-Ray Bursts}, year = 2012, series = {IAU Symposium}, volume = 279, editor = {{Roming}, P. and {Kawai}, N. and {Pian}, E.}, month = sep, pages = {301-304}, doi = {10.1017/S1743921312013099} } @ARTICLE{2012A&A...545A.102D, author = {\textbf{{de Souza}, R.~S.} and {Krone-Martins}, A. and {Ishida}, E.~E.~O. and {Ciardi}, B.}, title = "{Searching for the first stars with the Gaia mission}", journal = {\aap}, archivePrefix = "arXiv", eprint = {1112.6270}, primaryClass = "astro-ph.CO", keywords = {stars: Population III, gamma-ray burst: general}, year = 2012, month = sep, volume = 545, eid = {A102}, pages = {A102}, doi = {10.1051/0004-6361/201118746} } @INPROCEEDINGS{2012grb..confE..85D, author = {\textbf{{de Souza}, R.~S.}}, title = "{Pop III GRBs: an estimative of the event rate for future surveys}", booktitle = {$\gamma$-Ray Bursts 2012 Conference (GRB 2012)}, year = 2012, archivePrefix = "arXiv", eprint = {1209.0823}, primaryClass = "astro-ph.CO", eid = {85}, pages = {85}, adsurl = {http://adsabs.harvard.edu/abs/2012grb..confE..85D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2011PhLB..705..292D, author = {\textbf{{de Souza}, R.~S.} and {Opher}, R.}, title = "{Origin of intense magnetic fields near black holes due to non-minimal gravitational-electromagnetic coupling}", journal = {Physics Letters B}, archivePrefix = "arXiv", eprint = {0804.4895}, keywords = {Compact objects, Magnetic fields}, year = 2011, month = nov, volume = 705, pages = {292-293}, doi = {10.1016/j.physletb.2011.10.045}, adsurl = {http://adsabs.harvard.edu/abs/2011PhLB..705..292D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2011MNRAS.418..500I, author = {{Ishida}, E.~E.~O. and \textbf{{de Souza}, R.~S.}and {Ferrara}, A.}, title = "{Probing cosmic star formation up to z= 9.4 with gamma-ray bursts}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1106.1745}, primaryClass = "astro-ph.CO", keywords = {methods: statistical, gamma-ray burst: general, galaxies: star formation}, year = 2011, month = nov, volume = 418, pages = {500-504}, doi = {10.1111/j.1365-2966.2011.19501.x}, adsurl = {http://adsabs.harvard.edu/abs/2011MNRAS.418..500I}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2011A&A...533A..32D, author = {\textbf{{ de Souza}, R.~S.} and {Yoshida}, N. and {Ioka}, K.}, title = "{Populations III.1 and III.2 gamma-ray bursts: constraints on the event rate for future radio and X-ray surveys}", journal = {\aap}, archivePrefix = "arXiv", eprint = {1105.2395}, keywords = {stars: Population III, gamma-ray burst: general, radio lines: general, X-rays: general}, year = 2011, month = sep, volume = 533, eid = {A32}, pages = {A32}, doi = {10.1051/0004-6361/201117242} } @ARTICLE{2011MNRAS.415.2969D, author = {\textbf{{de Souza}, R.~S.} and {Rodrigues}, L.~F.~S. and {Ishida}, E.~E.~O. and {Opher}, R.}, title = "{The effect of a single supernova explosion on the cuspy density profile of a small-mass dark matter halo}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1104.2850}, keywords = {supernovae: general, galaxies: haloes, dark matter}, year = 2011, month = aug, volume = 415, pages = {2969-2973}, doi = {10.1111/j.1365-2966.2011.18916.x}, adsurl = {http://adsabs.harvard.edu/abs/2011MNRAS.415.2969D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2011A&A...527A..49I, author = {{Ishida}, E.~E.~O. and \textbf{{de Souza}, R.~S.}}, title = "{Hubble parameter reconstruction from a principal component analysis: minimizing the bias}", journal = {\aap}, archivePrefix = "arXiv", eprint = {1012.5335}, primaryClass = "astro-ph.CO", keywords = {cosmological parameters, methods: statistical}, year = 2011, month = mar, volume = 527, eid = {A49}, pages = {A49}, doi = {10.1051/0004-6361/201015281}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2011MNRAS.410.2149D, author = {\textbf{{de Souza}, R.~S.} and {Rodrigues}, L.~F.~S. and {Opher}, R.}, title = "{Random primordial magnetic fields and the gas content of dark matter haloes}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1005.0639}, primaryClass = "astro-ph.CO", keywords = {magnetic fields, galaxies: formation, galaxies: haloes, large-scale structure of Universe}, year = 2011, month = feb, volume = 410, pages = {2149-2155}, doi = {10.1111/j.1365-2966.2010.17588.x}, adsurl = {http://adsabs.harvard.edu/abs/2011MNRAS.410.2149D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2010ApSS, author = {\textbf{{de Souza}, R.~S.} and {Opher}, R.}, title = "{Are the magnetic fields of millisecond pulsars {$\sim$}10$^{8}$ G?}", journal = {\apss}, archivePrefix = "arXiv", eprint = {1004.2976}, primaryClass = "astro-ph.SR", keywords = {Magnetic fields, Millisecond pulsars}, year = 2010, month = dec, volume = 330, pages = {267-271}, doi = {10.1007/s10509-010-0411-1} } @ARTICLE{2010A&A...524A..74D, author = {\textbf{{de Souza}, R.~S.} and {Ishida}, E.~E.~O.}, title = "{An analytical approach to the dwarf galaxies cusp problem}", journal = {\aap}, archivePrefix = "arXiv", eprint = {1012.5336}, primaryClass = "astro-ph.CO", keywords = {Galaxy: formation, galaxies: dwarf, large scale structure of Universe}, year = 2010, month = dec, volume = 524, eid = {A74}, pages = {A74}, doi = {10.1051/0004-6361/201015330} } @ARTICLE{2010MNRAS.406..482R, author = {{Rodrigues}, L.~F.~S. and \textbf{{de Souza}, R.~S.} and {Opher}, R.}, title = "{Suppression of small baryonic structures due to a primordial magnetic field}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1003.2829}, keywords = {galaxies: formation, galaxies: haloes, magnetic fields, large-scale structure of Universe}, year = 2010, month = jul, volume = 406, pages = {482-485}, doi = {10.1111/j.1365-2966.2010.16677.x}, adsurl = {http://adsabs.harvard.edu/abs/2010MNRAS.406..482R}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2010PhRvD..81f7301D, author = {\textbf{{de Souza}, R.~S.} and {Opher}, R.}, title = "{Origin of magnetic fields in galaxies}", journal = {\prd}, archivePrefix = "arXiv", eprint = {0910.5248}, primaryClass = "astro-ph.CO", keywords = {Protogalaxies, primordial galaxies, Electric and magnetic fields}, year = 2010, month = mar, volume = 81, number = 6, eid = {067301}, pages = {067301}, doi = {10.1103/PhysRevD.81.067301}, adsurl = {http://adsabs.harvard.edu/abs/2010PhRvD..81f7301D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2010JCAP...02..022D, author = {\textbf{{de Souza}, R.~S.} and {Opher}, R.}, title = "{Origin of 10$^{15}$-10$^{16}$ G magnetic fields in the central engine of gamma ray bursts}", journal = {\jcap}, archivePrefix = "arXiv", eprint = {0910.5258}, primaryClass = "astro-ph.HE", year = 2010, month = feb, volume = 2, eid = {022}, pages = {022}, doi = {10.1088/1475-7516/2010/02/022}, adsurl = {http://adsabs.harvard.edu/abs/2010JCAP...02..022D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2010A&A...510A..76L, author = {{Laganá}, T.~F. and \textbf{{de Souza}, R.~S.} and {Keller}, G.~R. }, title = "{On the influence of non-thermal pressure on the mass determination of galaxy clusters}", journal = {\aap}, archivePrefix = "arXiv", eprint = {0911.0647}, primaryClass = "astro-ph.CO", keywords = {magnetic fields, magnetohydrodynamics (MHD), X-rays: galaxies: clusters, galaxies: clusters: individual: Abell}, year = 2010, month = feb, volume = 510, eid = {A76}, pages = {A76}, doi = {10.1051/0004-6361/200911855}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2008PhRvD..77d3529D, author = {\textbf{{de Souza}, R.~S.} and {Opher}, R.}, title = "{Origin of primordial magnetic fields}", journal = {\prd}, archivePrefix = "arXiv", eprint = {astro-ph/0607181}, keywords = {Magnetohydrodynamic waves, Electric fields field-aligned currents and current systems and ring currents, Particle-theory and field-theory models of the early Universe}, year = 2008, month = feb, volume = 77, number = 4, eid = {043529}, pages = {043529}, doi = {10.1103/PhysRevD.77.043529}, adsurl = {http://adsabs.harvard.edu/abs/2008PhRvD..77d3529D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2002PhRvD..66j3502F, author = {{Freaza}, M.~P. and \textbf{{de Souza}, R.~S.} and {Waga}, I.}, title = "{Cosmic acceleration and matter creation}", journal = {\prd}, year = 2002, month = nov, volume = 66, number = 10, eid = {103502}, pages = {103502}, doi = {10.1103/PhysRevD.66.103502}, adsurl = {http://adsabs.harvard.edu/abs/2002PhRvD..66j3502F}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @article {SIGN:SIGN785, author = {Hilbe, Joseph M. and Riggs, Jamie and Wandelt, Benjamin D. and \textbf{{de Souza}, R.~S.} and Ishida, Emille E. O. and Cisewski, Jessi and Surdin, Vladimir and Killedar, Madhura and Trotta, Roberto and Bassett, Bruce and Fantaye, Yabebal and Impey, Chris}, title = {Life, the universe, and everything}, journal = {Significance}, volume = {11}, number = {5}, issn = {1740-9713}, url = {http://dx.doi.org/10.1111/j.1740-9713.2014.00785.x}, doi = {10.1111/j.1740-9713.2014.00785.x}, pages = {48--75}, year = {2014}, } @INCATALOGUES{2016yCat.7275....0D, author = {{Dalya}, G. and {Frei}, Z. and {Galgoczi}, G. and {Raffai}, P. and \textbf{{de Souza}, R.~S.}}, title = "{VizieR Online Data Catalog: GLADE catalog (Dalya+, 2016)}", journal = {VizieR Online Data Catalog}, keywords = {Galaxy catalogs, Photometry: infrared, Photometry: UBVRI}, year = 2016, month = jun, volume = 7275, adsurl = {http://adsabs.harvard.edu/abs/2016yCat.7275....0D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @INPROCEEDINGS{2019arXiv190306796S, author = {{Siemiginowska}, A. and {Eadie}, G. and {Czekala}, I. and {Feigelson}, E. and {Ford}, E.~B. and {Kashyap}, V. and {Kuhn}, M. and {Loredo}, T. and {Ntampaka}, M. and {Stevens}, A. and {Avelino}, A. and {Borne}, K. and {Budavari}, T. and {Burkhart}, B. and {Cisewski-Kehe}, J. and {Civano}, F. and {Chilingarian}, I. and {van Dyk}, D.~A. and {Fabbiano}, G. and {Finkbeiner}, D.~P. and {Foreman-Mackey}, D. and {Freeman}, P. and {Fruscione}, A. and {Goodman}, A.~A. and {Graham}, M. and {Guenther}, H.~M. and {Hakkila}, J. and {Hernquist}, L. and {Huppenkothen}, D. and {James}, D.~J. and {Law}, C. and {Lazio}, J. and {Lee}, T. and {López-Morales}, M. and {Mahabal}, A.~A. and {Mandel}, K. and {Meng}, X.~L. and {Moustakas}, J. and {Muna}, D. and {Peek}, J.~E.~G. and {Richards}, G. and {Portillo}, S.~K.~N. and {Scargle}, J. and \textbf{{de Souza}, R.~S.} and {Speagle}, J.~S. and {Stassun}, K.~G. and {Stenning}, D.~C. and {Taylor}, S.~R. and {Tremblay}, G.~R. and {Trimble}, V. and {Yanamandra-Fisher}, P.~A. and {Young}, C.~A.}, title = "{The Next Decade of Astroinformatics and Astrostatistics}", booktitle = {\baas}, year = "2019", volume = {51}, month = "May", eid = {355}, pages = {355}, adsurl = {https://ui.adsabs.harvard.edu/abs/2019BAAS...51c.355S}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @article{deSouza616508, author = {\textbf{{de Souza}, R.~S.} and S. Berger, Gary}, title ={Fallopian tube anatomy predicts pregnancy and pregnancy outcomes after tubal reversal surgery}, journal = {Statistical Methods in Medical Research}, volume = {30}, number = {8}, pages = {2004-2014}, year = {2021}, doi = {10.1177/09622802211023543}, note ={PMID: 34232836} } @ARTICLE{2019arXiv190701567M, author = {{Mendes de Oliveira}, C. and {Ribeiro}, T. and {Schoenell}, W. and {Kanaan}, A. and {Overzier}, R.~A. and {Molino}, A. and {Sampedro}, L. and {Coelho}, P. and {Barbosa}, C.~E. and {Cortesi}, A. and {Costa-Duarte}, M.~V. and {Herpich}, F.~R. and {Hernand ez-Jimenez}, J.~A. and {Placco}, V.~M. and {Xavier}, H.~S. and {Abramo}, L.~R. and {Saito}, R.~K. and {Chies-Santos}, A.~L. and {Ederoclite}, A. and {Lopes de Oliveira}, R. and {Gonçalves}, D.~R. and {Akras}, S. and {Almeida}, L.~A. and {Almeida-Fernandes}, F. and {Beers}, T.~C. and {Bonatto}, C. and {Bonoli}, S. and {Cypriano}, E.~S. and {de Lima}, E.~V.~R. and \textbf{{de Souza}, R.~S.} et al.}, title = "{The Southern Photometric Local Universe Survey (S-PLUS): improved SEDs, morphologies and redshifts with 12 optical filters}", journal = {\mnras}, archivePrefix = "arXiv", eprint = {1907.01567}, keywords = {surveys, stars: general, galaxies: clusters: general, galaxies: photometry, quasars: general}, year = 2019, month = oct, volume = 489, pages = {241-267}, doi = {10.1093/mnras/stz1985}, adsurl = {https://ui.adsabs.harvard.edu/abs/2019MNRAS.489..241M}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{Dantas2019, author = {{Dantas}, M.~L.~L. and {Coelho}, P.~R.~T. and {\textbf{{de Souza}, R.~S.}} and {Gon{\c{c}}alves}, T.~S.}, title = "{UV bright red-sequence galaxies: how do UV upturn systems evolve in redshift and stellar mass?}", journal = {\mnras}, keywords = {methods: statistical, galaxies: evolution, galaxies: general, galaxies: elliptical and lenticular, cD, galaxies: stellar content, ultraviolet: general, Astrophysics - Astrophysics of Galaxies}, year = "2020", month = "Feb", volume = {492}, number = {2}, pages = {2996-3011}, doi = {10.1093/mnras/stz3609}, archivePrefix = {arXiv}, eprint = {1908.06775}, primaryClass = {astro-ph.GA}, adsurl = {https://ui.adsabs.harvard.edu/abs/2020MNRAS.492.2996D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2020MNRAS.491.2481B, author = {{Boucaud}, Alexandre and {Huertas-Company}, Marc and {Heneka}, Caroline and {Ishida}, Emille E.~O. and {Sedaghat}, Nima and {\textbf{{de Souza}, R.~S.}} and {Moews}, Ben and {Dole}, Hervé and {Castellano}, Marco and {Merlin}, Emiliano and {Roscani}, Valerio and {Tramacere}, Andrea and {Killedar}, Madhura and {Trindade}, Arlindo M.~M. and {Collaboration COIN}}, title = "{Photometry of high-redshift blended galaxies using deep learning}", journal = {MNRAS}, keywords = {methods: data analysis, methods: statistical, techniques: image processing, galaxies: general, galaxies: photometry, Astrophysics - Astrophysics of Galaxies, Astrophysics - Instrumentation and Methods for Astrophysics}, year = "2020", month = "Jan", volume = {491}, number = {2}, pages = {2481-2495}, doi = {10.1093/mnras/stz3056}, archivePrefix = {arXiv}, eprint = {1905.01324}, primaryClass = {astro-ph.GA}, adsurl = {https://ui.adsabs.harvard.edu/abs/2020MNRAS.491.2481B}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @ARTICLE{2019arXiv190706315M, author = {{Molino}, A. and {Costa-Duarte}, M.~V. and {Sampedro}, L. and {Herpich}, F.~R. and {Sodré}, L., Jr. and {Mendes de Oliveira}, C. and {Schoenell}, W. and {Barbosa}, C.~E. and {Queiroz}, C. and {Lima}, E.~V.~R. and {Azanha}, L. and {Mu{\~n}oz-Elgueta}, N. and {Ribeiro}, T. and {Kanaan}, A. and {Hernandez-Jimenez}, J.~A. and {Cortesi}, A. and {Akras}, S. and {Lopes de Oliveira}, R. and {Torres-Flores}, S. and {Lima-Dias}, C. and {Nilo Castellon}, J.~L. and {Damke}, G. and {Alvarez-Candal}, A. and {Jiménez-Teja}, Y. and {Coelho}, P. and {Pereira}, E. and {Montero-Dorta}, A.~D. and {Ben{\'\i}tez}, N. and {Gon{\c{c}}alves}, T.~S. and {Santana-Silva}, L. and {Werner}, S.~V. and {Almeida}, L.~A. and {Lopes}, P.~A.~A. and {Chies-Santos}, A.~L. and {Telles}, E. and {de Souza}, Thom and {C.}, R. and {Gon{\c{c}}alves}, D.~R. and {\textbf{{de Souza}, R.~S.}} and {Makler}, M. and {Placco}, V.~M. and {Nakazono}, L.~M.~I. and {Saito}, R.~K. and {Overzier}, R.~A. and {Abramo}, L.~R.}, title = "{Assessing the photometric redshift precision of the S-PLUS survey: the Stripe-82 as a test-case}", journal = {MNRAS}, keywords = {Astrophysics - Astrophysics of Galaxies}, year = 2020, month = jun, doi = {10.1093/mnras/staa1586}, archivePrefix = {arXiv}, eprint = {1907.06315}, primaryClass = {astro-ph.GA}, adsurl = {https://ui.adsabs.harvard.edu/abs/2020MNRAS.tmp.1792M}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @software{2022ascl.soft08025C, author = {{Chen}, Pen and {\textbf{{de Souza}, R.~S.}}}, title = "{Yonder: Data denoising and reconstruction}", keywords = {Software}, howpublished = {Astrophysics Source Code Library, record ascl:2208.025}, year = 2022, month = aug, eid = {ascl:2208.025}, pages = {ascl:2208.025}, archivePrefix = {ascl}, eprint = {2208.025}, adsurl = {https://ui.adsabs.harvard.edu/abs/2022ascl.soft08025C}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @software{2022ascl.soft08002D, author = {\textbf{{de Souza}, R.~S.} and X. Quanfeng and S. Shen and C. Peng and Z. Mu}, title = "{qrpca: QR-based Principal Components Analysis}", keywords = {Software}, howpublished = {Astrophysics Source Code Library, record ascl:2208.002}, year = 2022, month = aug, eid = {ascl:2208.002}, pages = {ascl:2208.002}, archivePrefix = {ascl}, eprint = {2208.002}, adsurl = {https://ui.adsabs.harvard.edu/abs/2022ascl.soft08002D}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } @software{2023ascl.soft06013Z, author = {{Zhang}, Yikun and {de Souza}, Rafael S. and {Chen}, Yen-Chi}, title = "{SCONCE-SCMS: Spherical and conic cosmic web finders with extended SCMS algorithms}", keywords = {Software}, howpublished = {Astrophysics Source Code Library, record ascl:2306.013}, year = 2023, month = jun, eid = {ascl:2306.013}, pages = {ascl:2306.013}, archivePrefix = {ascl}, eprint = {2306.013}, adsurl = {https://ui.adsabs.harvard.edu/abs/2023ascl.soft06013Z}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} }