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Aix-Marseille Université
Institut de Mathématiques de Marseille (I2M) - UMR 7373
Site Saint-Charles : 3 place Victor Hugo, Case 19, 13331 Marseille Cedex 3
Site Luminy : Campus de Luminy - Case 907 - 13288 Marseille Cedex 9

Mean-field Limit and Computation in Kinetic Theory (Morlet Chair – Shi Jin) – POSTPONED

Pairs
CIRM, Luminy, Marseille
https://www.chairejeanmorlet.com/2357.html

Date(s) : 08/03/2021 - 19/03/2021   iCal
0h00

CIRM – Jean-Morlet Chair

Shi JIN – Mihai BOSTAN

Kinetic Theory: Analysis, Computation and Applications
Théorie cinétique: analyse, calcul et applications

RESEARCH IN PAIRS (POSTPONED)
Mean-field Limit and Computation in Kinetic Theory (event 2357)
Limite de champ moyen et simulation dans la théorie cinétique

Dates: 8-19 March 2021
Place: CIRM (Marseille Luminy, France)

DESCRIPTION
We will study machine-learning type of numerical methods for N-body problems at both classical and quantum levels. Recently the random batch method, motivated by the stochastic Gradient Descent method popular in machine learning, was introduced which reduce the computational cost of Nbody simulation from O(N^2) to O(N). We will study analytical properties of the method, its connection with mean-field limit for general interacting potentials, and its quantum analogy.
 
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SPONSORS OF THIS SEMESTER

Emplacement
Luminy - CIRM

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