A Model for Data Citation in Astronomical Research using Digital Object Identifiers (DOIs). - Jenny Novacescu; Joshua E. G. Peek; Sarah Weissman; Scott W. Fleming; Karen Levay; Elizabeth Fraser (CoRR, 2018)

Robust Archives Maximize Scientific Accessibility. - Joshua E. G. Peek; Vandana Desai; Richard L. White; Raffaele D'Abrusco; Joseph M. Mazzarella; Carolyn Grant; Jenny L. Novacescu; Elena Scire; Sherry L. Winkelman (CoRR, 2019)

Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era. - Brian Nord; Andrew J. Connolly; Jamie Kinney; Jeremy Kubica; Gautaum Narayan; Joshua E. G. Peek; Chad Schafer; Erik J. Tollerud; Camille Avestruz; Gutti Jogesh Babu; Simon Birrer; Douglas Burke; et al. (CoRR, 2019)

DeepMerge: Classifying high-redshift merging galaxies with deep neural networks. - Aleksandra Ciprijanovic; Gregory F. Snyder; Brian Nord; Joshua E. G. Peek (Astron. Comput., 2020)

Predicting galaxy spectra from images with hybrid convolutional neural networks. - John F. Wu; Joshua E. G. Peek (CoRR, 2020)

Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers. - Daniela Huppenkothen; Michelle Ntampaka; M. Ho; M. Fouesneau; Brian Nord; Joshua E. G. Peek; Mike Walmsley; John F. Wu; Camille Avestruz; T. Buck; M. Brescia; D. P. Finkbeiner; et al. (CoRR, 2023)

Designing an Evaluation Framework for Large Language Models in Astronomy Research. - John F. Wu; Alina Hyk; Kiera McCormick; Christine Ye; Simone Astarita; Elina Baral; Jo Ciuca; Jesse Cranney; Anjalie Field; Kartheik Iyer; Philipp Koehn; Jenn Kotler; et al. (CoRR, 2024)

pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy. - Kartheik Iyer; Mikaeel Yunus; Charles O'Neill; Christine Ye; Alina Hyk; Kiera McCormick; Ioana Ciuca; John F. Wu; Alberto Accomazzi; Simone Astarita; Rishabh Chakrabarty; Jesse Cranney; et al. (CoRR, 2024)

From Queries to Criteria: Understanding How Astronomers Evaluate LLMs. - Alina Hyk; Kiera McCormick; Mian Zhong; Ioana Ciuca; Sanjib Sharma; John F. Wu; Joshua E. G. Peek; Kartheik Iyer; Ziang Xiao; Anjalie Field (CoRR, 2025)