Ellis Crabtree

1. Micro-Macro Consistency in Multiscale Modeling: Score-Based Model Assisted Sampling of Fast/Slow Dynamical Systems
   2023/12/10 by Ellis Crabtree, Crabtree, Ellis R., Juan M. Bello‐Rivas +3 · 1 citation
   Computer Science · Physics and Astronomy · #60H10 #68T07 #82-08 (Secondary) #82C32 (Primary) 37M05 #Computational Physics and Python Applications #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks
2. Generative Learning of Densities on Manifolds
   2025/03/05 by Dimitris G. Giovanis, Giovanis, Dimitris G., Ellis Crabtree +5 · 2 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Quantum many-body systems