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

RESEARCH IN PAIRS AA
CIRM
https://www.chairejeanmorlet.com/2357.html

Date(s) : 08/03/2021 - 19/03/2021   iCal
0 h 00 min

CIRM – Jean-Morlet Chair

Shi JIN – Mihai BOSTAN

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

RESEARCH IN PAIRS 
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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Emplacement
CIRM, Luminy

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