Michele Ceriotti

73PUBLICATIONS
284CO-AUTHORS
Condensed matter modelling and density functional theorySemi- and unsupervised learningTheoretical quantum chemistryStatistical mechanics, physical combinatorics and mathematical aspects of condensed matterDeep learning
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Publications (73)

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

|May 08, 2026
How to Train a Shallow Ensemble.

|Mar 12, 2026
A universal machine learning model for the electronic density of states.

Wei Bin How, Pol Febrer, Sanggyu Chong

|Feb 13, 2026
Resolving the body-order paradox of machine learning interatomic potentials.

Sanggyu Chong, Tong Jiang, Michelangelo Domina

|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

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Frequent Collaborators

9 joint publications

Filippo Bigi

8 joint publications

Philip Loche

7 joint publications

Guillaume Fraux

7 joint publications

Venkat Kapil