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Filippo Bigi

9PUBLICATIONS

103CO-AUTHORS

Theoretical quantum chemistryStatistical mechanics, physical combinatorics and mathematical aspects of condensed matterDeep learningComputational chemistryMathematical aspects of general relativity

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Publications (9)

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|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 13, 2025

A foundation model for atomistic materials chemistry.

Ilyes Batatia, Philipp Benner, Yuan Chiang

|Oct 23, 2025

Representing spherical tensors with scalar-based machine-learning models.

M Domina, F Bigi, P Pegolo

|Sep 25, 2024

Prediction rigidities for data-driven chemistry.

Sanggyu Chong, Filippo Bigi, Federico Grasselli

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Frequent Collaborators

9 joint publications

Michele Ceriotti

5 joint publications

Sanggyu Chong

3 joint publications

Matthias Kellner

2 joint publications

Michelangelo Domina

2 joint publications

Paolo Pegolo

2 joint publications

Arslan Mazitov

2 joint publications

Guillaume Fraux

2 joint publications

Sergey Pozdnyakov

2 joint publications

Federico Grasselli

2 joint publications

Philip Loche

Frequent Collaborators

9 joint publications

Michele Ceriotti

5 joint publications

Sanggyu Chong

3 joint publications

Matthias Kellner

2 joint publications

Michelangelo Domina

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