Pinned Repositories
artiste_algorithmique
Prototype of an AI artist
clinical_image_segmentation
Classic machine learning (PCA+SVMs) for clinical image segmentation
computational_statistics
About model selection (in sparsity), bootstrapping and Monte-Carlo methods
DeepHPMs
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
discovery-of-physics-from-data
Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"
heat_equation_by_finite_differences
Linear heat equation PDE solver by finite differences
modax
DL-based model discovery using Jax.
model_discovery_basics
Basics of differential equations discovery using sparse regression.
multi_deepmod
sparsistent_model_disco
georgestod's Repositories
georgestod/sparsistent_model_disco
georgestod/artiste_algorithmique
Prototype of an AI artist
georgestod/clinical_image_segmentation
Classic machine learning (PCA+SVMs) for clinical image segmentation
georgestod/computational_statistics
About model selection (in sparsity), bootstrapping and Monte-Carlo methods
georgestod/DeepHPMs
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
georgestod/discovery-of-physics-from-data
Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"
georgestod/heat_equation_by_finite_differences
Linear heat equation PDE solver by finite differences
georgestod/modax
DL-based model discovery using Jax.
georgestod/model_discovery_basics
Basics of differential equations discovery using sparse regression.
georgestod/multi_deepmod
georgestod/neural_nets_ODE_solver
Solve ODEs using deep neural nets
georgestod/PDE-FIND
georgestod/S-SL
MATLAB code for Xiuting Li et al. Sparse Learning of Partial Differential Equations with Structured Dictionary Matrix
georgestod/SINDySR3