Philip Loche

23PUBLICATIONS
51CO-AUTHORS
Condensed matter modelling and density functional theoryDeep learningElectrical energy generation (incl. renewables, excl. photovoltaics)Statistical mechanics, physical combinatorics and mathematical aspects of condensed matterReinforcement learning
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Publications (23)

|Jun 18, 2026
Simultaneous learning of static and dynamic charges.

|Feb 11, 2026
metatensor and metatomic: Foundational libraries for interoperable atomistic machine learning.

Filippo Bigi, Joseph W Abbott, Philip Loche

|Nov 27, 2025
PET-MAD as a lightweight universal interatomic potential for advanced materials modeling.

Arslan Mazitov, Filippo Bigi, Matthias Kellner

|Apr 08, 2025
Fast and flexible long-range models for atomistic machine learning.

Philip Loche, Kevin K Huguenin-Dumittan, Melika Honarmand

|Sep 25, 2024
Prediction rigidities for data-driven chemistry.

Sanggyu Chong, Filippo Bigi, Federico Grasselli

|Aug 19, 2024
Force field for halide and alkali ions in water based on single-ion and ion-pair thermodynamic properties for a wide range of concentrations.

Maria Duenas-Herrera, Douwe Jan Bonthuis, Philip Loche

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Frequent Collaborators

8 joint publications

Michele Ceriotti

8 joint publications

Douwe Jan Bonthuis

7 joint publications

Roland R Netz

6 joint publications

Alexander Schlaich