Population annealing methods using hybrid parallel computing architecture

9 Jul 2025, 10:00
30m
MLIT Conference Hall

MLIT Conference Hall

Plenary talk Plenary

Speaker

Lev Shchur (general reseacher, Landau Institute for Theoretical Physics)

Description

Two methods of population annealing implemented in a hybrid MPI/CUDA architecture are discussed. Examples of applications for classical statistical physics systems are given. The first method is based on annealing with temperature reduction/increase. It can also be used to minimize the functional. The second method is based on lowering/raising the energy of the system and allows investigating the details of the phase coexistence in the vicinity of the phase transition. Examples include parallel and distributed simulations of several million copies of the system under study.

Author

Lev Shchur (general reseacher, Landau Institute for Theoretical Physics)

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