Sam Greydanus
- Hamiltonian Neural Networks
2019/06/04 by Sam Greydanus, Greydanus, Sam, Misko Dzamba +3 · 86 citations
Materials Science · Physics and Astronomy · Computer Science · #Machine Learning in Materials Science #Model Reduction and Neural Networks #Topic Modeling
- Lagrangian Neural Networks
2020/03/10 by Miles Cranmer, Cranmer, Miles, Sam Greydanus +10 · 1 voice · 48 citations
Computer Science · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #Model Reduction and Neural Networks #Topic Modeling #cs.LG #math.DS #physics.comp-ph #physics.data-an #stat.ML
- Visualizing and Understanding Atari Agents
2017/10/31 by Sam Greydanus, Greydanus, Sam, Anurag Koul +5 · 15 citations
Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Ethics and Social Impacts of AI
- Dissipative Hamiltonian Neural Networks: Learning Dissipative and Conservative Dynamics Separately
2022/01/25 by Andrew Sosanya, Sosanya, Andrew, Sam Greydanus +1 · 4 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Computational Physics and Python Applications #Neural Networks and Applications
- Data files for "Neural reparameterization improves structural optimization"
2019/09/10 by Stephan Hoyer, Jascha Sohl‐Dickstein, Hoyer, Stephan +3 · 3 citations
Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Structural Health Monitoring Techniques #Topology Optimization in Engineering
- Learning Finite State Representations of Recurrent Policy Networks
2018/11/29 by Anurag Koul, Sam Greydanus, Koul, Anurag +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Nature's Cost Function: Simulating Physics by Minimizing the Action
2023/03/03 by Tim Strang, Isabella Caruso, Strang, Tim +3 · 2 citations
Computer Science · Decision Sciences · #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Scientific Computing and Data Management