Gatti, Marco
- Robust field-level inference with dark matter halos
2022/09/14 by Shao, Helen, Villaescusa-Navarro, Francisco, Villanueva-Domingo, Pablo +13 · 3 citations
#Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Sum-of-Parts: Self-Attributing Neural Networks with End-to-End Learning of Feature Groups
2023/10/25 by You, Weiqiu, Qu, Helen, Gatti, Marco +2 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Primordial non-Gaussianities with weak lensing: Information on non-linear scales in the Ulagam full-sky simulations
2023/10/03 by Dhayaa Anbajagane, Anbajagane, Dhayaa, C. Chang +5 · 4 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
- Dimensionality Reduction Techniques for Statistical Inference in Cosmology
2024/09/03 by Park, Minsu, Gatti, Marco, Jain, Bhuvnesh · 3 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Field-Level Comparison and Robustness Analysis of Cosmological N-body Simulations
2025/05/19 by Bayer, Adrian E., Villaescusa-Navarro, Francisco, Sharief, Sammy +6 · 4 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Reanalysis of Stage-III cosmic shear surveys: A comprehensive study of shear diagnostic tests
2025/05/06 by Jazmine Jefferson, Y. Omori, Jefferson, Jazmine +26 · 1 voice · 2 citations
Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Map-level baryonification: unified treatment of weak lensing two-point and higher-order statistics
2025/05/12 by Zhou, Alan Junzhe, Gatti, Marco, Anbajagane, Dhayaa +3 · 3 citations
#Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- The FIX Benchmark: Extracting Features Interpretable to eXperts
2024/09/20 by Jin, Helen, Havaldar, Shreya, Kim, Chaehyeon +10 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Confronting cosmic shear astrophysical uncertainties: DES Year 3 revisited
2025/12/03 by Leah Bigwood, Bigwood, Leah, J. McCullough +41 · 2 citations
Physics and Astronomy · #Galaxies: Formation, Evolution, Phenomena #Cosmology and Gravitation Theories #Astronomy and Astrophysical Research