Sergio Contreras Arredondo

4PUBLICATIONS
10CO-AUTHORS
Statistical mechanics in chemistryDeep learningContext learningColloid and surface chemistry
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Publications (4)

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

|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

|Apr 25, 2024
Unmasking quantum effects in the surface thermodynamics of fluid nanodrops.

Sergio Contreras, Alejandro Martínez-Borquez, Carlos Avendaño

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Frequent Collaborators

3 joint publications

Alberto Megías

3 joint publications

Cheng Giuseppe Chen

3 joint publications

Chenyu Tang

3 joint publications

Christophe Chipot