Alberto Megías

7PUBLICATIONS
14CO-AUTHORS
Structural biology (incl. macromolecular modelling)Statistical mechanics in chemistryMicrobial geneticsDeep learningContext learning
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Publications (7)

|Sep 10, 2026
Breaking timescales with generative sampling of conformational transitions.

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

|Jun 09, 2026
The structure of pairwise competition drives sudden regime shifts in a microbe-plasmid model.

|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

|Jul 08, 2023
Kinetic Theory and Memory Effects of Homogeneous Inelastic Granular Gases under Nonlinear Drag.

Alberto Megías, Andrés Santos

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Frequent Collaborators

4 joint publications

Chenyu Tang

4 joint publications

Christophe Chipot

3 joint publications

Sergio Contreras Arredondo

3 joint publications

Cheng Giuseppe Chen