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
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 Video BibTex
The COSMOS-Web Lens Survey (COWLS) III: forecasts versus data
Natalie B. Hogg, James W. Nightingale, Quihan He, Jacqueline McCleary, Guillaume Mahler, Aristeidis Amvrosiadis, Ghassem Gozaliasl, Edward Berman, Richard J. Massey, Diana Scognamiglio, Maximilien Franco, Daizhong Liu, Marko Shuntov, Louise Paquereau, Olivier Ilbert, Natalie Allen, Sune Toft, Hollis B. Akins, Caitlin M. Casey, Jeyhan S. Kartaltepe, Anton M. Koekemoer, Henry Joy McCracken, Jason D. Rhodes, Brant E. Robertson, Nicole E. Drakos, Andreas L. Faisst, Hossein Hatamnia, Sophie L. Newman
Submitted to Monthly Notices of the Royal Astronomical Society (MNRAS). PDF BibTex
The COSMOS-Web Lens Survey (COWLS) II: depth, resolution, and NIR coverage from JWST reveal 17 spectacular lenses
Guillaume Mahler, James W. Nightingale, Natalie B. Hogg, Ghassem Gozaliasl, Jacqueline McCleary, Qiuhan He, Edward Berman, Maximilien Franco, Daizhong Liu, Richard J. Massey, Wilfried Mercier, Diana Scognamiglio, Marko Shuntov, Maximilian von Wietersheim-Kramsta, Louise Paquereau, Olivier Ilbert, Natalie Allen, Sune Toft, Hollis B. Akins, Caitlin M. Casey, Jeyhan S. Kartaltepe, Anton M. Koekemoer, Henry Joy McCracken, Jason D. Rhodes, Brant E. Robertson, Jorge A. Zavala, Nicole E. Drakos, Andreas L. Faisst, Georgios E. Magdis, Shuowen Jin
Submitted to Monthly Notices of the Royal Astronomical Society (MNRAS). PDF BibTex
The COSMOS-Web Lens Survey (COWLS) I: Discovery of >100 high redshift strong lenses in contiguous JWST imaging
James Nightingale, Guillaume Mahler, Jacqueline McCleary, Qiuhan He, Natalie B. Hogg, Aristeidis Amvrosiadis, Ghassem Gozaliasl, Wilfried Mercier, Diana Scognamiglio, Edward Berman, Gavin Leroy, Daizhong Liu, Richard J. Massey, Marko Shuntov, Maximilian von Wietersheim-Kramsta, Maximilien Franco, Louise Paquereau, Olivier Ilbert, Natalie Allen, Sune Toft, Hollis B. Akins, Caitlin M. Casey, Jeyhan S. Kartaltepe, Anton M. Koekemoer, Henry Joy McCracken, Jason D. Rhodes, Brant E. Robertson, Nicole E. Drakos, Andreas L. Faisst, Shuowen Jin
Submitted to Monthly Notices of the Royal Astronomical Society (MNRAS). PDF BibTex
Tracing the galaxy-halo connection with galaxy Clustering in COSMOS-Web from z = 0.1 to z ~ 12
Louise Paquereau, Clotilde Laigle, Henry Joy McCracken, Marko Shuntov, Olivier Ilbert, Hollis B. Akins, Natalie Allen, Rafael Arango- Togo, Eddie M. Berman, Matthieu Bethermin, Caitlin M. Casey, Jacqueline McCleary, Yohan Dubois, Nicole E. Drakos, Andreas L. Faisst, Maximilien Franco, Santosh Harish, Christian K. Jespersen, Jeyhan S. Kartaltepe, Anton M. Koekemoer, Vasily Kokorev, Erini Lambrides, Rebecca Larson, Daizhong Liu, Damien Le Borgne, Joseph S.W. Lewis, Jed McKinney, Wilfried Mercier, Jason D. Rhodes, Brant E. Robertson, Sune Toft, Maxime Trebitsch, Laurence Tresse, John R. Weaver
Submitted to Astronomy and Astrophysics. PDF BibTex
On Differentiable Correlation Functions
Edward Berman, Jacqueline McCleary
American Astronomical Society Winter Session, Oral. Abstract
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