Magnus Petersen

PhD Student in AI for Physics & Art Hobbyist


DL × Computational Physics: Diffusion/Flow Matching for molecular dynamics, statistical physics for DL and vice versa!

I develop unconventional AI methods using Neural Cellular Automata, self-organization, and evolutionary algorithms as a hobby.

趣味は日本語を勉強することです。毎日、新しい言葉や文法を学ぶのがとても楽しいです。

Selected Research

My latest papers/preprints

A novel Langevin dynamics method for sampling molecular trajectories and rare events.

NeurIPS ML4PS 2024

A Diffusion-based framework for generating molecular dynamics trajectories and rare event sampling.

NeurIPS AI for Science 2023

A Diffusion-based framework for generating molecular dynamics trajectories and rare event sampling.

NeurIPS AI for Science 2023

Selected Art

A few pieces made with my fractal cellular automata project