Joshua E. G. Peek

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Merging Algorithm

Statistical Model

Convolutional Neural Networks

Top Venues

Astron. Comput.

Publications

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, Sandor Kruk, Michelle Ntampaka, Charles O'Neill, Joshua E. G. Peek, Sanjib Sharma, Mikaeel Yunus
Designing an Evaluation Framework for Large Language Models in Astronomy Research. CoRR (2024)
Daniela Huppenkothen, Michelle Ntampaka, M. Ho, M. Fouesneau, Brian Nord, Joshua E. G. Peek, M. Walmsley, J. F. Wu, Camille Avestruz, T. Buck, M. Brescia, D. P. Finkbeiner, Andy D. Goulding, Tomasz Kacprzak, Peter Melchior, M. Pasquato, Nesar Ramachandra, Y.-S. Ting, G. van de Ven, S. Villar, V. A. Villar, E. Zinger
Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers. CoRR (2023)
Aleksandra Ciprijanovic, Gregory F. Snyder, Brian Nord, Joshua E. G. Peek
DeepMerge: Classifying high-redshift merging galaxies with deep neural networks. Astron. Comput. 32 (2020)
Aleksandra Ciprijanovic, Gregory F. Snyder, Brian Nord, Joshua E. G. Peek
DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks. CoRR (2020)
John F. Wu, Joshua E. G. Peek
Predicting galaxy spectra from images with hybrid convolutional neural networks. CoRR (2020)
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
Robust Archives Maximize Scientific Accessibility. CoRR (2019)
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, João Caldeira, Douglas A. Caldwell, Joleen K. Carlberg, Yen-Chi Chen, Chuanfei Dong, Eric D. Feigelson, V. Zach Golkhou, Vinay Kashyap, T. S. Li, Thomas Loredo, Luisa Lucie-Smith, Kaisey S. Mandel, J. R. Martínez-Galarza, Adam A. Miller, Priyamvada Natarajan, Michelle Ntampaka, Andy Ptak, David Rapetti, Lior Shamir, Aneta Siemiginowska, Brigitta M. Sipocz, Arfon M. Smith, Nhan Tran, Ricardo Vilalta, Lucianne M. Walkowicz, John ZuHone
Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era. CoRR (2019)
Jenny Novacescu, Joshua E. G. Peek, Sarah Weissman, Scott W. Fleming, Karen Levay, Elizabeth Fraser
A Model for Data Citation in Astronomical Research using Digital Object Identifiers (DOIs). CoRR (2018)