Leon Klein
- Equivariant Flows: Exact Likelihood Generative Learning for Symmetric\n Densities
2020/06/03 by Jonas Köhler, Leon Klein, Köhler, Jonas +3 · 21 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Neural Networks and Applications #Topic Modeling
- Equivariant flow matching
2023/06/26 by Leon Klein, Klein, Leon, Andreas Krämer +3 · 24 citations
Computer Science · #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
- Transferable Boltzmann Generators
2024/06/20 by Leon Klein, Frank Noé, Klein, Leon +1 · 17 citations
Engineering · #Lattice Boltzmann Simulation Studies
- Equivariant Flows: sampling configurations for multi-body systems with symmetric energies
2019/10/02 by Jonas Köhler, Köhler, Jonas, Leon Klein +3 · 10 citations
Physics and Astronomy · Materials Science · Biochemistry, Genetics and Molecular Biology · #Model Reduction and Neural Networks #Machine Learning in Materials Science #Protein Structure and Dynamics
- Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models
2025/06/20 by Michael Plainer, Hao Wu, Plainer, Michael +7 · 2 voices · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Protein Structure and Dynamics #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
- Operator Forces For Coarse-Grained Molecular Dynamics
2025/06/24 by Leon Klein, Atharva Kelkar, Klein, Leon +7 · 2 citations
Physics and Astronomy · #Quantum chaos and dynamical systems #Advanced Thermodynamics and Statistical Mechanics #Quantum, superfluid, helium dynamics
- Path Gradients after Flow Matching
2025/05/15 by Lorenz Vaitl, Vaitl, Lorenz, Leon Klein +1 · 1 voice · 1 citation
Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML