Christopher M. Collins

According to our database, Christopher M. Collins authored at least 3 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Physics-informed diffusion models for extrapolating crystal structures beyond known motifs.

Andrij Vasylenko, Federico Ottomano, Christopher M. Collins, Rahul Savani, Matthew S. Dyer, Matthew J. Rosseinsky

CoRR, October, 2025

MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal Structures.

Elena Zamaraeva, Christopher M. Collins, George R. Darling, Matthew S. Dyer, Bei Peng, Rahul Savani, Dmytro Antypov, Vladimir V. Gusev, Judith Clymo, Paul G. Spirakis, Matthew J. Rosseinsky

CoRR, June, 2025

2023

Optimality guarantees for crystal structure prediction.

Vladimir V. Gusev, Duncan Adamson, Argyrios Deligkas, Dmytro Antypov, Christopher M. Collins, Piotr Krysta, Igor Potapov, George R. Darling, Matthew S. Dyer, Paul G. Spirakis, Matthew J. Rosseinsky

Nat., 2023