Morel, Rudy
- The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
2024/11/30 by Ruben Ohana, Michael T. McCabe, Michael McCabe +55 · 2 voices · 41 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Computational Physics and Python Applications #Advanced Data Storage Technologies
- Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task
2024/05/30 by Siavash Golkar, Alberto Bietti, Golkar, Siavash +27 · 2 citations
Computer Science · #Neural Networks and Applications
- DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction
2025/04/28 by Rudy Morel, Morel, Rudy, Jiequn Han +3 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Neural Networks and Applications
- Scale Dependencies and Self-Similar Models with Wavelet Scattering Spectra
2022/04/19 by Morel, Rudy, Rochette, Gaspar, Leonarduzzi, Roberto +2 · 1 citation
#Data Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical Finance (q-fin.MF) #Signal Processing (eess.SP) #Statistics and Probability (physics.data-an) #electronic engineering #information engineering
- Multi-scale clustering and source separation of InSight mission seismic data
2023/05/25 by Siahkoohi, Ali, Morel, Rudy, Balestriero, Randall +4 · 1 citation
#Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Path Shadowing Monte-Carlo
2023/08/03 by Rudy Morel, Morel, Rudy, Stéphane Mallat +3 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computational Finance (q-fin.CP) #FOS: Economics and business #Market Dynamics and Volatility #Mathematical Finance (q-fin.MF) #Pricing of Securities (q-fin.PR) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
- AION-1: Omnimodal Foundation Model for Astronomical Sciences
2025/10/20 by Liam Parker, François Lanusse, Parker, Liam +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)