maziarraissi
I am currently an Assistant Professor of Applied Mathematics at the University of Colorado Boulder.
University of Colorado BoulderBoulder, CO
Pinned Repositories
Applied-Deep-Learning
Applied Deep Learning Course
DeepHPMs
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
DeepVIV
Deep Learning of Vortex Induced Vibrations
FBSNNs
Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations
HFM
Hidden Fluid Mechanics
HPM
Hidden physics models: Machine learning of nonlinear partial differential equations
MultistepNNs
Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems
NumericalGP
Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
PetGPT
Train your own PetGPT at home!
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
maziarraissi's Repositories
maziarraissi/PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
maziarraissi/Applied-Deep-Learning
Applied Deep Learning Course
maziarraissi/HFM
Hidden Fluid Mechanics
maziarraissi/DeepHPMs
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
maziarraissi/FBSNNs
Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations
maziarraissi/HPM
Hidden physics models: Machine learning of nonlinear partial differential equations
maziarraissi/PetGPT
Train your own PetGPT at home!
maziarraissi/DeepVIV
Deep Learning of Vortex Induced Vibrations
maziarraissi/NumericalGP
Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
maziarraissi/MultistepNNs
Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems
maziarraissi/TutorialGP
Tutorial on Gaussian Processes
maziarraissi/ParametricGP
Parametric Gaussian Process Regression for Big Data
maziarraissi/backprop
Backpropagation in Python, C++, and Cuda
maziarraissi/DeepLearningTutorial
Tutorial on a number of topics in Deep Learning
maziarraissi/ParametricGP-in-Matlab
Parametric Gaussian Process Regression for Big Data (Matlab Version)
maziarraissi/PDE_GP
Machine learning of linear differential equations using Gaussian processes
maziarraissi/Introduction-to-Machine-Learning-in-R
Introduction to Machine Learning in R
maziarraissi/DeepTurbulence
Deep Learning of Turbulent Scalar Mixing
maziarraissi/APPM_Colloquium
Applied Mathematics (APPM) Department Colloquium