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Maziar Raissi's Projects

backprop icon backprop

Backpropagation in Python, C++, and Cuda

deephpms icon deephpms

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

deepviv icon deepviv

Deep Learning of Vortex Induced Vibrations

fbsnns icon fbsnns

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

hfm icon hfm

Hidden Fluid Mechanics

hpm icon hpm

Hidden physics models: Machine learning of nonlinear partial differential equations

multistepnns icon multistepnns

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

numericalgp icon numericalgp

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

pde_gp icon pde_gp

Machine learning of linear differential equations using Gaussian processes

pinns icon pinns

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

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