Florian M Dietrich

4PUBLICATIONS
6CO-AUTHORS
Statistical mechanics in chemistryStructure and dynamics of materialsNeural networks
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Publications (4)

|Mar 12, 2026
Committor-regularized learning of differentiable collective variables from non-differentiable structural descriptors.

Florian M Dietrich, Michael A Bellucci, Matteo Salvalaglio

|Oct 13, 2025
On the reproducibility of free energy surfaces in machine-learned collective variable spaces.

Florian M Dietrich, Matteo Salvalaglio

|May 23, 2025
Guanine Crystallization by Particle Attachment.

Shashanka S Indri, Florian M Dietrich, Avital Wagner

|Oct 25, 2023
Machine Learning Nucleation Collective Variables with Graph Neural Networks.

Florian M Dietrich, Xavier R Advincula, Gianpaolo Gobbo

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