Tristan Bereau

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 5

Top Topics

Gaussian Mixture

Gaussian Density

Diffusion Models

Top Venues

Mach. Learn. Sci. Technol.

Publications

Bálint Máté, François Fleuret, Tristan Bereau
Neural Thermodynamic Integration: Free Energies from Energy-based Diffusion Models. CoRR (2024)
Yasemin Bozkurt Varolgunes, Tristan Bereau, Joseph F. Rudzinski
Interpretable embeddings from molecular simulations using Gaussian mixture variational autoencoders. Mach. Learn. Sci. Technol. 1 (1) (2020)
Marc Stieffenhofer, Michael Wand, Tristan Bereau
Adversarial reverse mapping of equilibrated condensed-phase molecular structures. Mach. Learn. Sci. Technol. 1 (4) (2020)
Yasemin Bozkurt Varolgunes, Tristan Bereau, Joseph F. Rudzinski
Interpretable Embeddings From Molecular Simulations Using Gaussian Mixture Variational Autoencoders. CoRR (2019)
Joseph F. Rudzinski, Tristan Bereau
The Role of Conformational Entropy in the Determination of Structural-Kinetic Relationships for Helix-Coil Transitions. Comput. 6 (1) (2018)
Christian Kramer, Tristan Bereau, Alexander Spinn, Klaus R. Liedl, Peter Gedeck, Markus Meuwly
Deriving Static Atomic Multipoles from the Electrostatic Potential. J. Chem. Inf. Model. 53 (12) (2013)
Tristan Bereau, Robert H. Swendsen
Optimized convergence for multiple histogram analysis. J. Comput. Phys. 228 (17) (2009)