Christian-Offen/Symplectic-Integration

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Created 6 months ago
Updated 6 months ago

Christian-Offen/Symplectic-Integration

Christian-Offen

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Illustrations of conservation properties of symplectic integration methods

Lagrangian_GP

Accompanying sourcecode to article "Machine learning of continuous and discrete variational ODEs with guaranteed convergence and uncertainty quantifications"

Jupyter Notebook

symplectic-shadow-integration

Accompanying source code to paper "Symplectic integration of learned Hamiltonian systems"

Jupyter Notebook

DLNN_pde

Machine learning of discrete Lagrangian densities for variational PDEs

Jupyter Notebook

LagrangianShadowIntegration

Accompanying source code for paper "Variational integration of learned dynamical systems"

Catastrophes

MATLAB scripts to generate illustrations of Thom's elementary catastrophes

LagrangianDensityML

Learning of Lagrangian densities from data

Jupyter Notebook

Lagrangian_GP_PDE

Accompanying sourcecode to article "Machine learning of discrete field theories with guaranteed convergence and uncertainty quantification"