Mukhopadhyay, Payel
- The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
2024/11/30 by Ruben Ohana, Ohana, Ruben, Michael T. McCabe +55 · 2 voices · 41 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Computational Physics and Python Applications #Advanced Data Storage Technologies
- Physics Steering: Causal Control of Cross-Domain Concepts in a Physics Foundation Model
2025/11/25 by Rio Alexa Fear, Payel Mukhopadhyay, Fear, Rio Alexa +8 · 2 voices · 2 citations
Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science #Multimodal Machine Learning Applications #cs.AI #cs.LG #physics.comp-ph
- Angle-dependent in-situ fast flavor transformations in post-neutron star merger disks
2025/03/31 by Lund, Kelsey A., Mukhopadhyay, Payel, Miller, Jonah M. +1 · 3 citations
#FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE)
- The time evolution of fast flavor crossings in post-merger disks around a black hole remnant
2024/04/27 by Payel Mukhopadhyay, Jonah Miller, Mukhopadhyay, Payel +3 · 1 citation
Engineering · Physics and Astronomy · #Astrophysical Phenomena and Observations #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Mechanics and Biomechanics Studies #Pulsars and Gravitational Waves Research
- AION-1: Omnimodal Foundation Model for Astronomical Sciences
2025/10/20 by Liam Parker, Parker, Liam, François Lanusse +51 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM)