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Popular GitHub Repositories for Ginzburg Landau

Discover the most popular open-source projects and tools related to Ginzburg Landau, and stay updated with the latest development trends and innovations.

Thesis Mace Pinn

0
adaptive-loss

Multi-Architecture Coupled Ensemble Physics-Informed Neural Networks (MACE-PINN) for solving coupled partial differential equations. Implements parallel subnetworks with Fourier embeddings and adaptive loss weighting for Gray-Scott and Ginzburg-Landau reaction-diffusion systems.

2
2个月前
0

PINN_for_FPL

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deep-learning

Physics-informed neural network without surrogate models to approximate the collision operator for solving the Fokker-Planck-Landau equation.

0
1个月前
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Deep_numerical

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kinetic-theory

This repository provides numerical solvers for several kinetic equations (inelastic Boltzmann equation, Fokker-Planck-Landau equation, and the BGK equation) and several implementation of neural solvers for the Boltzmann equation.

0
4个月前
0