Cecilia Clementi

8PUBLICATIONS
19CO-AUTHORS
Statistical mechanics in chemistryStatistical mechanics, physical combinatorics and mathematical aspects of condensed matterDeep learningComputational chemistryBiological adaptation
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Publications (8)

|Sep 02, 2021
Machine learning implicit solvation for molecular dynamics.

Yaoyi Chen, Andreas Krämer, Nicholas E Charron

|May 04, 2021
Multi-body effects in a coarse-grained protein force field.

Jiang Wang, Nicholas Charron, Brooke Husic

|May 04, 2021
Machine learning meets chemical physics.

Michele Ceriotti, Cecilia Clementi, O Anatole von Lilienfeld

|Mar 09, 2021
Ensemble learning of coarse-grained molecular dynamics force fields with a kernel approach.

Jiang Wang, Stefan Chmiela, Klaus-Robert Müller

|Nov 21, 2020
Coarse graining molecular dynamics with graph neural networks.

Brooke E Husic, Nicholas E Charron, Dominik Lemm

|Aug 03, 2019
Coarse-graining molecular systems by spectral matching.

Feliks Nüske, Lorenzo Boninsegna, Cecilia Clementi

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Frequent Collaborators

4 joint publications

Frank Noé

3 joint publications

Jiang Wang

3 joint publications

Brooke Husic

2 joint publications

Yaoyi Chen