Pinned Repositories
SPIDER
SPIDER (sparse physics-informed discovery of empirical relations) is a combination of irreducible representations, weak PDE's, and sparse regression to give simple, quantitatively accurate relations.
FastSparseRegression
This repository implements efficient sparse regression methods.
Weak_Periodic_PINN
A set of physics-informed neural networks implemented in tensorflow with two modifications:
3D_3Body
Find periodic orbits to the three body problem in 3D.
ANHD
block_GMRES
This implements block GMRES in MATLAB.
CLV
MATLAB code for exploring the Henon map
CUDA_Newton_Fluids
A general CUDA implementation of Newton-GMRES for finding equilibria (and possibly more) for the Euler and Navier-Stokes equations.
EinsteinPINN
Find neural solutions to the Einstein Field Equations.
MHD_2D
This has a MATLAB script for evolving the incompressible 2D magnetohydrodynamic equations. We use the vorticity-current density formulation so that the spatial constraints are enforced exactly. Spatial differencing is done in Fourier space and time stepping with RK4.
mgolden30's Repositories
mgolden30/SparseRegressionMHD
Code accompanying the paper "Scalable Discovery of Fundamental Physical Laws: Learning Magnetohydrodynamics from 3D Turbulence Data"
mgolden30/MHD_2D
This has a MATLAB script for evolving the incompressible 2D magnetohydrodynamic equations. We use the vorticity-current density formulation so that the spatial constraints are enforced exactly. Spatial differencing is done in Fourier space and time stepping with RK4.
mgolden30/3D_3Body
Find periodic orbits to the three body problem in 3D.
mgolden30/SPIDER
SPIDER (sparse physics-informed discovery of empirical relations) is a combination of irreducible representations, weak PDE's, and sparse regression to give simple, quantitatively accurate relations.
mgolden30/Weak_Periodic_PINN
A set of physics-informed neural networks implemented in tensorflow with two modifications:
mgolden30/FastSparseRegression
This repository implements efficient sparse regression methods.
mgolden30/CLV
MATLAB code for exploring the Henon map
mgolden30/EinsteinPINN
Find neural solutions to the Einstein Field Equations.
mgolden30/block_GMRES
This implements block GMRES in MATLAB.
mgolden30/VariationalSolver
Variational Solver of Euler flow in periodic boundary conditions
mgolden30/SPIDER_active_nematics
This code can reproduce the results of "Physically-informed data-driven modeling of active nematics"
mgolden30/three_body_periodic_orbits
MATLAB code for converging and investigating periodic orbits to the three-body problem.
mgolden30/NS
mgolden30/SPIDER_NS
A repository for model discovery on 3D fluid data
mgolden30/ANHD
mgolden30/CUDA_Newton_Fluids
A general CUDA implementation of Newton-GMRES for finding equilibria (and possibly more) for the Euler and Navier-Stokes equations.
mgolden30/py_euler
This is a Python script for solving the 2D Euler equations via the vorticity formulation.