Scholar
Magnus Petersen
Google Scholar ID: yWSSx4wAAAAJ
PhD Student, FIAS
Citations & Impact
Citations
6
H-index
1
i10-index
0
Publications
6
Co-authors
4
list available
Publications
Resume (English only)
Academic Achievements
- 1. TELD: Trajectory-Level Langevin Dynamics for Versatile Constrained Sampling, NeurIPS ML4PS 2024
- 2. DynamicsDiffusion: Generating and Rare Event Sampling of Molecular Dynamic Trajectories Using Diffusion Models, NeurIPS AI for Science 2023
Research Experience
- Based in New York, working worldwide.
Background
- PhD Student in AI for Physics, interested in Diffusion/Flow Matching for molecular dynamics, statistical physics for DL and vice versa. As a hobby, develops unconventional AI methods using Neural Cellular Automata, self-organization, and evolutionary algorithms.
Miscellany
- Hobby is learning Japanese, finds it very enjoyable to learn new words and grammar every day.
