Sam Foreman

1. Applications of Machine Learning to Lattice Quantum Field Theory
   2022/02/10 by Denis Boyda, Boyda, Denis, Salvatore Calì +19 · 7 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #cs.LG #hep-lat #hep-ph
2. DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
   2023/10/06 by Shuaiwen Leon Song, Bonnie Kruft, Song, Shuaiwen Leon +181 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Machine Learning in Materials Science #Scientific Computing and Data Management
3. MOFA: Discovering Materials for Carbon Capture with a GenAI- and Simulation-Based Workflow
   2025/01/18 by Xiaoli Yan, Yan, Xiaoli, Nathaniel Hudson +33 · 2 voices · 8 citations
   Decision Sciences · #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
4. Deep Learning Hamiltonian Monte Carlo
   2021/05/07 by Sam Foreman, Foreman, Sam, Xiao-Yong Jin +3 · 1 citation
   Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Model Reduction and Neural Networks #Quantum many-body systems #Statistical Mechanics (cond-mat.stat-mech) #cond-mat.stat-mech #cs.LG #hep-lat #stat.ML
5. HMC with Normalizing Flows
   2021/12/02 by Sam Foreman, Taku Izubuchi, Foreman, Sam +9 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG) #cs.LG #hep-lat
6. Aurora: Architecting Argonne's First Exascale Supercomputer for Accelerated Scientific Discovery
   2025/09/10 by Benjamin S. Allen, Allcock, William E., James L. Anchell +194 · 2 citations
   Decision Sciences · Computer Science · #Scientific Computing and Data Management #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques