Ruben Ohana
- xVal: A Continuous Numerical Tokenization for Scientific Language Models
2023/10/04 by Siavash Golkar, Mariel Pettee, Golkar, Siavash +25 · 2 voices · 3 citations
#stat.ML #cs.AI #cs.CL #cs.LG
- The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
2024/11/30 by Ruben Ohana, Michael McCabe, Michael T. McCabe +55 · 2 voices · 29 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Computational Physics and Python Applications #Advanced Data Storage Technologies
- Multiple Physics Pretraining for Physical Surrogate Models
2023/10/04 by Michael T. McCabe, McCabe, Michael, Bruno Régaldo-Saint Blancard +25 · 14 citations
Physics and Astronomy · Computer Science · Biochemistry, Genetics and Molecular Biology · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques
- 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
- Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation
2025/07/03 by François Rozet, Rozet, François, Ruben Ohana +10 · 1 voice · 6 citations
Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Scientific Computing and Data Management #Topic Modeling #cs.LG #physics.flu-dyn
- Streamlined optical training of large-scale modern deep learning architectures with direct feedback alignment
2024/09/01 by Ziao Wang, Wang, Ziao, Kilian Müller +27 · 2 citations
Computer Science · #Applied Physics (physics.app-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optics (physics.optics)
- Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances
2022/06/07 by Ruben Ohana, Ohana, Ruben, Kimia Nadjahi +5 · 1 citation
Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Advanced Statistical Methods and Models
- 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)