maziarraissi

Maziar Raissi's repositories

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Language:PythonMIT3689 115 54

Applied-Deep-Learning

Applied Deep Learning Course

3111 96 8

HFM

Hidden Fluid Mechanics

Language:PythonMIT283 18 7

DeepHPMs

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

Language:PythonMIT262 23 3

FBSNNs

Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations

Language:PythonMIT141 12 2

HPM

Hidden physics models: Machine learning of nonlinear partial differential equations

Language:MATLABMIT139 20 1

PetGPT

Train your own PetGPT at home!

Language:Jupyter Notebook115 30

DeepVIV

Deep Learning of Vortex Induced Vibrations

Language:PythonMIT85 12 2

NumericalGP

Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations

Language:MATLABMIT65 8 1

MultistepNNs

Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems

Language:PythonMIT59 9 1

TutorialGP

Tutorial on Gaussian Processes

Language:MATLABMIT59 3 1

ParametricGP

Parametric Gaussian Process Regression for Big Data

Language:PythonMIT44 10 1

backprop

Backpropagation in Python, C++, and Cuda

Language:C++MIT42 4 1

DeepLearningTutorial

Tutorial on a number of topics in Deep Learning

Language:PythonMIT32 50

ParametricGP-in-Matlab

Parametric Gaussian Process Regression for Big Data (Matlab Version)

Language:MATLABMIT24 40

PDE_GP

Machine learning of linear differential equations using Gaussian processes

Language:MatlabMIT22 60

Introduction-to-Machine-Learning-in-R

Introduction to Machine Learning in R

Language:Jupyter Notebook19 20

DeepTurbulence

Deep Learning of Turbulent Scalar Mixing

Language:MathematicaMIT14 60

APPM_Colloquium

Applied Mathematics (APPM) Department Colloquium

7 20