Maziar Raissi (@maziarraissi)
github

maziarraissi

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Top repositories

1

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
Python
3,524
star
2

Applied-Deep-Learning

Applied Deep Learning Course
3,054
star
3

HFM

Hidden Fluid Mechanics
Python
277
star
4

DeepHPMs

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
Python
260
star
5

FBSNNs

Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations
Python
139
star
6

HPM

Hidden physics models: Machine learning of nonlinear partial differential equations
MATLAB
137
star
7

PetGPT

Train your own PetGPT at home!
Jupyter Notebook
115
star
8

DeepVIV

Deep Learning of Vortex Induced Vibrations
Python
83
star
9

NumericalGP

Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
MATLAB
65
star
10

MultistepNNs

Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems
Python
61
star
11

TutorialGP

Tutorial on Gaussian Processes
MATLAB
58
star
12

ParametricGP

Parametric Gaussian Process Regression for Big Data
Python
45
star
13

backprop

Backpropagation in Python, C++, and Cuda
C++
42
star
14

DeepLearningTutorial

Tutorial on a number of topics in Deep Learning
Python
33
star
15

ParametricGP-in-Matlab

Parametric Gaussian Process Regression for Big Data (Matlab Version)
MATLAB
26
star
16

PDE_GP

Machine learning of linear differential equations using Gaussian processes
MATLAB
24
star
17

Introduction-to-Machine-Learning-in-R

Introduction to Machine Learning in R
Jupyter Notebook
20
star
18

DeepTurbulence

Deep Learning of Turbulent Scalar Mixing
Mathematica
15
star
19

APPM_Colloquium

Applied Mathematics (APPM) Department Colloquium
8
star