On Differentiable Correlation Functions
Edward Berman, Jacqueline McCleary
American Astronomical Society Winter Session (to appear), Oral.
The State of Julia for Scientific Machine Learning
Edward Berman, Jacob Ginesin
NeurIPS Machine Learning and the Physical Sciences Workshop (ML4PS), Perspectives Track, Oral Spotlight. PDF Summary BibTex
Not-so-little Red Dots:Two massive and dusty starbursts at z~5-7 pushing the limits of star formation discovered by JWST in the COSMOS-Web survey
Fabrizio Gentile, Caitlin M. Casey, Hollis B. Akins, Maximilien Franco, Jed McKinney, Edward Berman, Olivia R. Cooper, Nicole E. Drakos, Michaela Hirschmann, Arianna S. Long, Georgios Magdis, Anton M. Koekemoer, Vasily Kokorev, Marko Shuntov, Margherita Talia, Natalie Allen, Santosh Harish, Olivier Ilbert, Henry J. McCracken, Jeyhan S. Kartaltepe, Daizhong Liu, Louise Paquereau, Jason Rhodes, Michael R. Rich, Brant Robertson, Sune Toft, Ghassem Gozaliasl
Astrophysical Journal Letters. PDF BibTex
Can It Edit? Evaluating the Ability of Large Language Models to Follow Code Editing Instructions
Federico Cassano, Luisa Li, Akul Sethi, Noah Shinn, Abby Brennan-Jones, Jacob Ginesin, Edward Berman, George Chakhnashvili, Anton Lozhkov, Carolyn Jane Anderson, Arjun Guha
Conference on Language Modeling (COLM). PDF Summary BibTex
Efficient Point Spread Function Modeling with ShOpt.jl: A Point Spread Function Benchmarking Study with JWST NIRCam Imaging
Edward Berman, Jacqueline McCleary, Anton M. Koekemoer, Maximilien Franco, Nicole E. Drakos, Daizhong Liu, James W. Nightingale, Marko Shuntov, Diana Scognamiglio, Richard Massey, Guillaume Mahler, Henry Joy McCracken, Brant E. Robertson, Andreas L. Faisst, Caitlin M. Casey, Jeyhan S. Kartaltepe, and COSMOS-Web: The JWST Cosmic Origins Survey
Astronomical Journal. PDF Summary BibTex
Reflexion: Language Agents with Verbal Reinforcement Learning
Noah Shinn, Federico Cassano, Edward Berman, Ashwin Gopinath, Karthik Narasimhan, Shunyu Yao
Advances in Neural Information Processing Systems (NeurIPS). PDF Summary BibTex
ShOpt.jl : A Julia Package for Empirical Point Spread Function Characterization of JWST NIRCam Data
Edward Berman, Jacqueline McCleary
Journal of Open Source Software, AAS Companion Paper. PDF Summary BibTex