Cheng Giuseppe Chen

13PUBLICATIONS
33CO-AUTHORS
Statistical mechanics in chemistryBiological adaptationDeep learningContext learningTheoretical quantum chemistry
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Publications (13)

|Aug 29, 2026
Learning the reaction coordinate: collective variables from physical intuition to generative models.

|Jun 12, 2026
Convergence is not correctness: context-dependent performance of enhanced-sampling methods across biological complexity.

|Feb 17, 2026
Learning the committor without collective variables.

Sergio Contreras Arredondo, Chenyu Tang, Radu A Talmazan

|Jun 30, 2025
Iterative variational learning of committor-consistent transition pathways using artificial neural networks.

Alberto Megías, Sergio Contreras Arredondo, Cheng Giuseppe Chen

|May 12, 2025
Excited-state nonadiabatic dynamics in explicit solvent using machine learned interatomic potentials.

Maximilian X Tiefenbacher, Brigitta Bachmair, Cheng Giuseppe Chen

|Jun 17, 2023
Unveiling the Excited State Dynamics of Indole in Solution.

Cheng Giuseppe Chen, Mauro Giustini, Marco D'Abramo

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Frequent Collaborators

8 joint publications

Marco D'Abramo

4 joint publications

Chenyu Tang

4 joint publications

Christophe Chipot

3 joint publications

Alessandro Nicola Nardi