Cecilia Clementi

32PUBLICATIONS
73CO-AUTHORS
Structural properties of condensed matterMicroelectromechanical systems (MEMS)Gene expression (incl. microarray and other genome-wide approaches)Electrical circuits and systemsElectrical energy generation (incl. renewables, excl. photovoltaics)
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Publications (32)

|Mar 24, 2026
Introduction to Markov State Modeling of Conformational Dynamics.

Gregory R Bowman, Cecilia Clementi, Xuhui Huang

|Mar 16, 2026
Learning data-efficient coarse-grained molecular dynamics from forces and noise.

Aleksander E P Durumeric, Yaoyi Chen, Aldo S Pasos-Trejo

|Feb 18, 2026
Extending the range of graph neural networks with global encodings.

Alessandro Caruso, Jacopo Venturin, Lorenzo Giambagli

|Nov 10, 2025
Peering inside the black box by learning the relevance of many-body functions in neural network potentials.

Klara Bonneau, Jonas Lederer, Clark Templeton

|Oct 09, 2025
Machine learning-accelerated path integral molecular dynamics simulations of reactive organic electrolytes.

Michael S Chen, Alan Robledo, Christian Schäfer

|Sep 09, 2025
Operator forces for coarse-grained molecular dynamics.

Leon Klein, Atharva Kelkar, Aleksander Durumeric

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Frequent Collaborators

10 joint publications

Frank Noé

6 joint publications

Yaoyi Chen

5 joint publications

Andreas Krämer

4 joint publications

Iryna Zaporozhets