SW
Stéfan J. van der Walt
astro-ph.IMcs.MSastro-ph.HEPythonScience and Technology Studiesastro-ph.GAcs.CVcs.LGgr-qcLibrary and Information Science
On Valency
published · living versionsW_mwxm5nnj·v1 · currentpublished
SciPy 1.0–Fundamental Algorithms for Scientific Computing in Python
with Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, Matt Haberland +30
1 version
W_hqyhj9g7·v1published
W_tt23xupg·v1published
Preprints & journals
28 papers in the corpus · 2011–2025GRB 230204B: GIT Discovery of a Fast Fading Afterglow Associated with an Energetic GRB from a Massive-Star Progenitor2512.03136v2 · Vishwajeet Swain, Varun Bhalerao, Harsh Kumar et al.2025 · 1 citationarXiv
ZTF SN Ia DR2: Colour standardisation of Type Ia Supernovae and its dependence on environment2406.02072v2 · M. Ginolin, M. Rigault, Y. Copin et al.2024 · 29 citationsA&A 694, A4 (2025)
nbi: the Astronomer's Package for Neural Posterior Estimation2312.03824v2 · Keming Zhang, Joshua S. Bloom, St'efan van der Walt et al.2023 · 2 citationsarXiv
A data science platform to enable time-domain astronomy2305.00108v2 · Michael W. Coughlin, Joshua S. Bloom, Guy Nir et al.2023 · 91 citationsarXiv
Volumetric rates of Luminous Red Novae and Intermediate Luminosity Red Transients with the Zwicky Transient Facility2211.05141v1 · Viraj R. Karambelkar, Mansi M. Kasliwal, Nadejda Blagorodnova et al.2022 · 32 citationsarXiv
A reusable neural network pipeline for unidirectional fiber segmentation.35110550 · Fioravante de Siqueira, Alexandre, Ushizima, Daniela M, van der Walt, Stéfan J2022 · 11 citationsScientific data. 2022;9(1):32
Applying computer vision to digitised natural history collections for climate change research: temperature-size responses in British butterflies10.1101/2021.12.21.473511v1 · Wilson, R. J., de Siqueira, A. F., Brooks, S. J. et al.2021 · 36 citationsbioRxiv
HEALPix Alchemy: Fast All-Sky Geometry and Image Arithmetic in a Relational Database for Multimessenger Astronomy Brokers2112.06947v3 · Leo P. Singer, B. Parazin, Michael W. Coughlin et al.2021 · 13 citationsAJ 163 209 (2022)
Phenomenological classification of the Zwicky Transient Facility astronomical event alerts2111.12142v1 · Dmitry A. Duev, St'efan J. van der Walt2021 · 0 citationsarXiv
Tails: Chasing Comets with the Zwicky Transient Facility and Deep Learning2102.13352v1 · Dmitry A. Duev, Bryce T. Bolin, Matthew J. Graham et al.2021 · 14 citationsarXiv
Author Correction: SciPy 1.0: fundamental algorithms for scientific computing in Python.32094914 · Virtanen, Pauli, Gommers, Ralf, Oliphant, Travis E et al.2021 · 1,842 citationsNature methods. 2020;17(3):352
Revealing ferroelectric switching character using deep recurrent neural networks.31641122 · Agar, Joshua C, Naul, Brett, Pandya, Shishir et al.2020 · 49 citationsNature communications. 2019;10(1):4809
SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python1907.10121v1 · Pauli Virtanen, Ralf Gommers, Travis E. Oliphant et al.2019 · 38,102 citationsNature Methods 17, 261 (2020)on Valency
Resistance to Adoption of Best Practicesqr8cz_v1 · Dan Sholler, Sara Stoudt, Chris Kennedy et al.2019 · 1 citationSocArXiv
Best Practices for Fostering Diversity and Inclusion in Data Science: Report from the BIDS Best Practices in Data Science Series8gsjz_v1 · R. Stuart Geiger, Orianna DeMasi, Aaron Culich et al.2019 · 10 citationsSocArXiv
Challenges of Doing Data-Intensive Research in Teams, Labs, and Groups: Report from the BIDS Best Practices in Data Science Seriesa7b3m_v1 · R. Stuart Geiger, Dan Sholler, Aaron Culich et al.2018 · 10 citationsSocArXiv
Machine Detection of Enhanced Electromechanical Energy Conversion in PbZr0.2 Ti0.8 O3 Thin Films.29808494 · Agar, Joshua C, Cao, Ye, Naul, Brett et al.2018 · 26 citationsAdvanced materials (Deerfield Beach, Fla.). 2018;30(28):e1800701
A recurrent neural network for classification of unevenly sampled variable stars1711.10609v1 · Brett Naul, Joshua S. Bloom, Fernando P'erez et al.2017 · 139 citationsarXiv
Analyzing microtomography data with Python and the scikit-image library.29142808 · Gouillart, Emmanuelle, Nunez-Iglesias, Juan, van der Walt, Stéfan2020 · 37 citationsAdvanced structural and chemical imaging. 2017;2(1):18
cesium: Open-Source Platform for Time-Series Inference1609.04504v1 · Brett Naul, St'efan van der Walt, Arien Crellin-Quick et al.2016 · 24 citationsarXiv
Inselect: Automating the Digitization of Natural History Collections.26599208 · Hudson, Lawrence N, Blagoderov, Vladimir, Heaton, Alice et al.2016 · 81 citationsPloS one. 2015;10(11):e0143402
Correction: Evaluating the Accuracy of Diffusion MRI Models in White Matter.26394229 · Rokem, Ariel, Yeatman, Jason D, Pestilli, Franco et al.2015 · 13 citationsPloS one. 2015;10(9):e0139150
A fluoroscopy-based planning and guidance software tool for minimally invasive hip refixation by cement injection.26259554 · Malan, Daniel F, van der Walt, Stéfan J, Raidou, Renata G et al.2016 · 5 citationsInternational journal of computer assisted radiology and surgery. 2016;11(2):281-96
Evaluating the accuracy of diffusion MRI models in white matter.25879933 · Rokem, Ariel, Yeatman, Jason D, Pestilli, Franco et al.2016 · 88 citationsPloS one. 2015;10(4):e0123272
scikit-image: image processing in Python.25024921 · van der Walt, Stéfan, Schönberger, Johannes L, Nunez-Iglesias, Juan et al.2014 · 6,826 citationsPeerJ. 2014;2:e453on Valency
Dipy, a library for the analysis of diffusion MRI data.24600385 · Garyfallidis, Eleftherios, Brett, Matthew, Amirbekian, Bagrat et al.2014 · 1,369 citationsFrontiers in neuroinformatics. 2014;8:8
A polygon-based interpolation operator for super-resolution imaging1210.3404v2 · St'efan J. van der Walt, B. M. Herbst2012 · 6 citationsarXiv
The NumPy array: a structure for efficient numerical computation1102.1523v1 · Stefan Van Der Walt, S. Chris Colbert, Gael Varoquaux (Parietal)2011 · 10,594 citationsComputing in Science and Engineering 13, 2 (2011) 22-30on Valency
Career total: at least 50 works. 28 are in this corpus.
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