Physics-inspired Equivariant Descriptors of Non-bonded Interactions. - Kevin K. Huguenin-Dumittan; Philip Loche; Haoran Ni; Michele Ceriotti (CoRR, 2023)

Revealing the Formation Dynamics of Janus Polymer Particles: Insights from Experiments and Molecular Dynamics. - Miroslava Nedyalkova; Giovanni Russo; Philip Loche; Marco Lattuada 002 (J. Chem. Inf. Model., 2023)

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, 2025)