Name: Probabilistic sampling for physics: finding needles in a field of high-dimensional haystacks
Start: 2023-09-04T09:00:00+02:00
End: 2023-09-22T17:00:00+02:00
Location: Institut Pascal

lundi 4 septembre 2023
09:30 Welcome Week 1 - Amphitheatre
Welcome Week 1 - Amphitheatre
09:30 - 10:30
Contributions

09:30 Welcome address
10:30 Flashtalks - Amphitheatre
Flashtalks - Amphitheatre
10:30 - 11:00

11:00 Coffee/Tea break Cathedrale
Coffee/Tea break Cathedrale
11:00 - 11:30
11:30 Tony Lelièvre - Amphitheatre
Tony Lelièvre - Amphitheatre
11:30 - 12:30
Contributions

11:30 Finding saddle points of energy landscapes: why and how? - Tony LELIEVRE (Ecole des Ponts ParisTech)
12:30 Lunch - Buffet at IPa
Lunch - Buffet at IPa
12:30 - 14:00
14:00 Pierre Monmarché - Amphitheatre
Pierre Monmarché - Amphitheatre
14:00 - 15:00
Contributions

14:00 Exploration with saddle point search - Pierre Monmarche
15:00 Coffee/Tea break Cathedrale
Coffee/Tea break Cathedrale
15:00 - 15:30
15:30 Thomas Swinburne - Amphitheatre
Thomas Swinburne - Amphitheatre
15:30 - 16:30
Contributions

15:30 Predicting the atomic kinetics of materials with uncertainty - Thomas Swinburne (Centre Interdisciplinaire de Nanoscience de Marseille, CNRS, Aix-Marseille Université)
16:30 Session 1 - Amphitheatre
Session 1 - Amphitheatre
16:30 - 17:30
Contributions

16:30 Metastability - Thomas Swinburne (Centre Interdisciplinaire de Nanoscience de Marseille, CNRS, Aix-Marseille Université)
mardi 5 septembre 2023
10:00 Martin Weigel - Amphitheatre
Martin Weigel - Amphitheatre
10:00 - 11:00
Contributions

10:00 Population Monte Carlo as a meta-algorithm - Martin Weigel (Chemnitz University of Technology, Chemnitz, Germany)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30
11:30 Misaki Ozawa - Amphitheatre
Misaki Ozawa - Amphitheatre
11:30 - 12:30
Contributions

11:30 Sampling glassy disordered systems - Misaki Ozawa (CNRS, Univ. Grenoble Alpes, France)
12:30 Lunch - IPa Canteen
Lunch - IPa Canteen
12:30 - 14:00
14:00 Manon Michel - Amphitheatre
Manon Michel - Amphitheatre
14:00 - 15:00
Contributions

14:00 Upgrading MCMC dynamics by necessary symmetries and non-reversibility - Manon MICHEL (LMBP)
15:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
15:00 - 15:30
15:30 Session 2 - Amphitheatre
Session 2 - Amphitheatre
15:30 - 16:30
Contributions

15:30 Beyond random-walk behavior - Manon MICHEL (LMBP)
16:30 Social drinks at IPa - Terrace
Social drinks at IPa - Terrace
16:30 - 18:00
mercredi 6 septembre 2023
10:00 Stéphane Mallat - Amphitheatre
Stéphane Mallat - Amphitheatre
10:00 - 11:00
Contributions

10:00 Multiscale Interaction Models of Physical Energies and Deep Networks - Stéphane Mallat (ENS Paris)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30
11:30 Grant Rotskoff - Amphitheatre
Grant Rotskoff - Amphitheatre
11:30 - 12:30
Contributions

11:30 Sampling with generative models - Grant Rotskoff (Stanford University)
12:30 Lunch - IPa Canteen
Lunch - IPa Canteen
12:30 - 14:00
14:00 Beatriz Seoane - Amphitheatre
Beatriz Seoane - Amphitheatre
14:00 - 15:00
Contributions

14:00 The effect of Monte Carlo Sampling in the training of Energy Based Models - Beatriz Seoane Bartolomé (LISN)
15:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
15:00 - 15:30
15:30 Marylou Gabrié - Amphitheatre
Marylou Gabrié - Amphitheatre
15:30 - 16:30
Contributions

15:30 Opportunities and challenges in enhancing sampling with generative models - Marylou Gabrié (École Polytechnique)
16:30 Session 3 - Amphitheatre
Session 3 - Amphitheatre
16:30 - 17:30
Contributions

16:30 Learning and Sampling - Grant Rotskoff (Stanford University)
jeudi 7 septembre 2023
10:00 Feliks Nüske - Amphitheatre
Feliks Nüske - Amphitheatre
10:00 - 11:00
Contributions

10:00 Dimensionality Reduction and Metastability Analysis using the Koopman Operator - Feliks Nüske (Max Planck Institute DCTS Magdeburg)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30
11:30 - Amphitheatre
- Amphitheatre
11:30 - 12:30
Contributions

11:30 Stochastic models form enhanced sampling in Chemistry - Léon Huet (IMPMC - Sorbonne Université)
12:30 Lunch - IPa Canteen
Lunch - IPa Canteen
12:30 - 14:00
14:00 Virginie Ehrlacher - Amphitheatre
Virginie Ehrlacher - Amphitheatre
14:00 - 15:00
Contributions

14:00 Sparse approximation of the Lieb functional in DFT with moment constraints - Virginie EHRLACHER (Ecole des Ponts ParisTech & INRIA)
15:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
15:00 - 15:30
15:30 Alain Durmus - Amphitheatre
Alain Durmus - Amphitheatre
15:30 - 16:30
Contributions

15:30 Barrier Hamiltonian Monte Carlo - Alain Durmus (Ecole Polytechnique)
16:30 Session 4 - Amphitheatre
Session 4 - Amphitheatre
16:30 - 17:30
Contributions

16:30 Preserving physics in dynamics - Pierre Monmarche
19:00 Social dinner
Social dinner
19:00 - 21:00
vendredi 8 septembre 2023
10:00 - Amphitheatre
- Amphitheatre
10:00 - 11:00
Contributions

10:00 Discover committor-consistent path by neural networks - Haochuan Chen (University of Lorraine)

10:30 Stochastic Interpolants: A unifying framework for flows and diffusions - Michael Albergo (New York University)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30
11:30 - Amphitheatre
- Amphitheatre
11:30 - 13:00
Contributions

11:30 Beyond translational flows in non-reversible sampling - Tristan Guyon (Laboratoire de Mathématiques Blaise Pascal, Université Clermont-Auvergne)

12:00 Sampling efficiency of transverse forces in dense liquids - Federico Ghimenti (Université Paris Cité)

12:30 Parallel Replica algorithm for Langevin dynamics and Adaptative Metadynamics - Mouad Ramil
13:00 Lunch - IPa Canteen
Lunch - IPa Canteen
13:00 - 14:00

14:00 Conclusion Week 1 - Cathedrale
Conclusion Week 1 - Cathedrale
14:00 - 15:00
samedi 9 septembre 2023
dimanche 10 septembre 2023

lundi 11 septembre 2023

09:30 Welcome Week 2 - Amphitheatre
Welcome Week 2 - Amphitheatre
09:30 - 10:00
10:00 Gabriel Stoltz - Amphitheatre
Gabriel Stoltz - Amphitheatre
10:00 - 11:00
Contributions

10:00 Optimizing the diffusion for sampling with overdamped Langevin dynamics Gabriel Stoltz (CERMICS ,Ecole des Ponts and Matherials, Inria Paris) - Gabriel STOLTZ (Ecole des Ponts & Inria Paris)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30
11:30 Danny Perez - Amphitheatre
Danny Perez - Amphitheatre
11:30 - 12:30
Contributions

11:30 Dynamically-accurate biasing using Accelerated Molecular Dynamics - Danny Perez (Los Alamos National Laboratory)
12:30 Lunch - Buffet at IPa
Lunch - Buffet at IPa
12:30 - 14:00
14:00 Mihai Cosmin Marinica - Amphitheatre
Mihai Cosmin Marinica - Amphitheatre
14:00 - 15:00
Contributions

14:00 Sampling Complex Energy Landscapes in Material Science Using Data-Driven Force Fields - Mihai Cosmin Marinica
15:00 Session 5 - Amphitheatre
Session 5 - Amphitheatre
15:00 - 16:00
Contributions

15:00 Enhanced sampling - Gabriel STOLTZ (Ecole des Ponts & Inria Paris)
16:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
16:00 - 16:30

16:30 Hackathon preparation and work organisation - Amphitheatre
Hackathon preparation and work organisation - Amphitheatre
16:30 - 17:30
mardi 12 septembre 2023

09:00

09:00 - 10:00
10:00 Tim Garoni - Amphitheatre
Tim Garoni - Amphitheatre
10:00 - 11:00
Contributions

10:00 Limiting distributions of Glauber coupling times - Tim Garoni (Monash University)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30
11:30 Pierre Jacob - Amphitheatre
Pierre Jacob - Amphitheatre
11:30 - 12:30
Contributions

11:30 Coupling methods to de-bias and assess MCMC algorithms - Pierre JACOB (ESSEC Business School)
12:30 Lunch - IPa Canteen
Lunch - IPa Canteen
12:30 - 14:00
14:00 Frédéric Cazals - Amphithéâtre
Frédéric Cazals - Amphithéâtre
14:00 - 15:00
Contributions

14:00 Sampling protein structure - Frederic Cazals (Inria)
15:00 Coffee break
Coffee break
15:00 - 15:30
15:30 Session 6 - Amphitheatre
Session 6 - Amphitheatre
15:30 - 16:30
Contributions

15:30 Mixing and convergence - Tim Garoni (Monash University)
16:30 Hackathon Launch - Amphitheatre
Hackathon Launch - Amphitheatre
16:30 - 17:00

17:00 Social drinks at IPa - Terrace
Social drinks at IPa - Terrace
17:00 - 19:00
mercredi 13 septembre 2023

09:00

09:00 - 10:00
10:00 Marija Vulceja - Amphitheatre
Marija Vulceja - Amphitheatre
10:00 - 11:00
Contributions

10:00 Anomalous thermal relaxations of physical systems - Marija Vucelja (University of Virginia)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30

11:30

11:30 - 12:30

12:30 Lunch - IPa canteen
Lunch - IPa canteen
12:30 - 14:00

14:00

14:00 - 15:00

15:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
15:00 - 15:30

15:30 Cathedrale
Cathedrale
15:30 - 16:00

16:00

16:00 - 17:30
jeudi 14 septembre 2023

09:00

09:00 - 11:00

11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30

11:30 Cathedrale
Cathedrale
11:30 - 12:00

12:00

12:00 - 12:30

12:30 Lunch - IPa canteen
Lunch - IPa canteen
12:30 - 14:00
14:00 - Amphitheatre
- Amphitheatre
14:00 - 15:00
Contributions

14:00 Approximate sampling and estimation of partition functions using neural networks - Eiji Kawasaki (CEA)
15:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
15:00 - 15:30
15:30 Freddy Bouchet - Amphitheatre
Freddy Bouchet - Amphitheatre
15:30 - 16:30
Contributions

15:30 Probabilistic forecast of extreme heat waves and climate tipping points using neural networks and rare event simulations - Freddy BOUCHET (ENS, LMD, IPSL)
16:30

16:30 - 17:30

19:00 Social dinner
Social dinner
19:00 - 21:00
vendredi 15 septembre 2023

09:00

09:00 - 10:00
10:00 Amphitheatre
Amphitheatre
10:00 - 11:00
Contributions

10:00 Cooperative learning: improving inference through sampling with coupled systems - Giovanni CATANIA (Universidad Complutense Madrid)

10:30 Anharmonic thermo-elasticity of tungsten from accelerated Bayesian adaptive biasing force calculations with data-driven force fields - Anruo Zhong (Université Paris-Saclay, CEA, Service de Recherche en Corrosion et Comportement des Matériaux, SRMP, 91191 Gif-sur-Yvette, France)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30

11:30 Amphitheatre
Amphitheatre
11:30 - 12:00

12:00

12:00 - 12:30

12:30 Lunch - IPa canteen
Lunch - IPa canteen
12:30 - 14:00

14:00 Conclusion week 2 - Amphitheatre
Conclusion week 2 - Amphitheatre
14:00 - 15:00

15:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
15:00 - 15:30

15:30

15:30 - 17:30
samedi 16 septembre 2023
dimanche 17 septembre 2023

lundi 18 septembre 2023

09:00

09:00 - 10:00
10:00 Amphitheatre
Amphitheatre
10:00 - 11:00
Contributions

10:00 Sampling with flows, diffusion and autoregressive neural networks: A spin-glass perspective - Davide Ghio (EPFL)

10:30 Disentangling representations in RBMs without adversaries - Jorge Fernández de Cossío Díaz (PSL)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30

11:30

11:30 - 12:00

12:00

12:00 - 12:30

12:30 Lunch - Buffet at IPa
Lunch - Buffet at IPa
12:30 - 14:00

14:00

14:00 - 15:00

15:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
15:00 - 15:30

15:30

15:30 - 16:30
mardi 19 septembre 2023

09:00

09:00 - 10:00
10:00 - Amphitheatre
- Amphitheatre
10:00 - 11:00
Contributions

10:00 Learning in Restricted Boltzmann Machines: The Critical Role of Sampling Processes - Aurélien DECELLE (Universidad Complutense de Madrid)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30

11:30 Cathedrale
Cathedrale
11:30 - 12:00

12:00

12:00 - 12:30

12:30 Lunch - IPa canteen
Lunch - IPa canteen
12:30 - 14:00

14:00

14:00 - 15:00

15:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
15:00 - 15:30

15:30

15:30 - 16:30

16:30 Social drinks at IPa - Terrace
Social drinks at IPa - Terrace
16:30 - 18:30
mercredi 20 septembre 2023

09:00

09:00 - 10:00
10:00 - Amphitheatre
- Amphitheatre
10:00 - 11:00
Contributions

10:00 Renormalization Group Approach for Machine Learning Hamiltonian - Misaki Ozawa (CNRS, Univ. Grenoble Alpes, France)

10:30 Sampling with Neural Hamiltonian Flows - Vincent Souveton (LMBP - Université Clermont Auvergne)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30

11:30 Cathedrale
Cathedrale
11:30 - 12:00

12:00

12:00 - 12:30

12:30 Lunch - IPa canteen
Lunch - IPa canteen
12:30 - 14:00

14:00 Perspective brainstorming - Cathedrale
Perspective brainstorming - Cathedrale
14:00 - 15:00

15:00 Coffee break
Coffee break
15:00 - 15:30
15:30 Alberto Rosso - Amphitheatre
Alberto Rosso - Amphitheatre
15:30 - 16:30
Contributions

15:30 Rare events, large deviation and sampling - Alberto ROSSO (LPTMS-CNRS)
16:30

16:30 - 17:30
jeudi 21 septembre 2023

09:00

09:00 - 10:00
10:00 - Amphitheatre
- Amphitheatre
10:00 - 11:00
Contributions

10:00 Conditioning and variance reduction schemes for more accurate estimation of thermodynamic and transport properties of metal alloys - Manuel Athènes
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30

11:30 Cathedrale
Cathedrale
11:30 - 12:00

12:00

12:00 - 12:30

12:30 Lunch - IPa canteen
Lunch - IPa canteen
12:30 - 14:00

14:00

14:00 - 15:00

15:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
15:00 - 15:30

15:30

15:30 - 17:30

19:00 Social dinner
Social dinner
19:00 - 21:00
vendredi 22 septembre 2023

09:00

09:00 - 10:00
10:00 - Amphitheatre
- Amphitheatre
10:00 - 11:00
Contributions

10:00 Active particle systems through the lens of piecewise deterministic Markov processes - Léo Hahn (Université Clermont Auvergne)

10:30 Splitting schemes for second order approximations of piecewise-deterministic Markov processes - Andrea Bertazzi (CMAP École polytechnique)
11:00 Coffee/Tea break - Cathedrale
Coffee/Tea break - Cathedrale
11:00 - 11:30

11:30 Conclusion - Full program - Cathedrale
Conclusion - Full program - Cathedrale
11:30 - 12:30

12:30 Lunch - IPa canteen
Lunch - IPa canteen
12:30 - 14:00

14:00

14:00 - 16:00

Partager cette page

Lien direct

Réseaux sociaux

Calendriers