Philip Loche

According to our database, Philip Loche authored at least 4 papers between 2023 and 2026.

Collaborative distances:

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

2026

Learning Long-Range Representations with Equivariant Messages.

Egor Rumiantsev, Marcel F. Langer, Tulga-Erdene Sodjargal, Michele Ceriotti, Philip Loche

Trans. Mach. Learn. Res., 2026

2025

PET-MAD, a universal interatomic potential for advanced materials modeling.

Arslan Mazitov, Filippo Bigi, Matthias Kellner, Paolo Pegolo, Davide Tisi, Guillaume Fraux, Sergey Pozdnyakov, Philip Loche, Michele Ceriotti

CoRR, March, 2025

2023

Revealing the Formation Dynamics of Janus Polymer Particles: Insights from Experiments and Molecular Dynamics.

Miroslava Nedyalkova, Giovanni Russo, Philip Loche, Marco Lattuada

J. Chem. Inf. Model., December, 2023

Physics-inspired Equivariant Descriptors of Non-bonded Interactions.

Kevin K. Huguenin-Dumittan, Philip Loche, Haoran Ni, Michele Ceriotti

CoRR, 2023