Predictive Intelligence Lab

Predictive Intelligence Lab's repositories

Physics-informed-DeepONets

Language:Jupyter Notebook254 11 12

jaxpi

Language:PythonNOASSERTION177 8 16

GradientPathologiesPINNs

Language:Python162 13 3

CausalPINNs

Language:Jupyter NotebookNOASSERTION128 9 9

USNCCM15-Short-Course-Recent-Advances-in-Physics-Informed-Deep-Learning

Language:Jupyter Notebook115 140

MultiscalePINNs

Language:Python109 9 7

PINNsNTK

Language:Jupyter Notebook80 12 5

UQPINNs

Language:Jupyter Notebook61 6 1

1DBloodFlowPINNs

Language:Jupyter Notebook53 7 1

Long-time-Integration-PI-DeepONets

Language:Jupyter Notebook46 6 5

JAX-BO

Language:PythonApache-2.030 7 1

TRIPODS_Winter_School_2022

Practicum on Supervised Learning in Function Spaces

Language:Jupyter Notebook30 50

GP-NODEs

Language:Python27 20

BayesianDifferentiableProgramming

Language:Python21 50

ImprovedDeepONets

Language:Jupyter Notebook20 5 2

DeepStefan

Language:Python17 40

NOMAD

Language:Python13 20

PDE-constrained-optimization-PI-DeepONet

12 3 1

cvit

Language:Jupyter NotebookMIT11 10

LOCA

Language:Python10 2 1

CADGMs

Language:Jupyter Notebook9 4 1

GPTutorial

A hands-on tutorial on supervised learning with Gaussian processes

Language:Jupyter Notebook9 30

PINNs

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

Language:PythonMIT9 40

UQDeepONet

Language:PythonApache-2.07 20

DeepCOVID19

Language:Python5 20

MultistepNNs

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

Language:PythonMIT4 40

VANO

Language:Jupyter Notebook4 10

jax-bandits

Language:Jupyter Notebook3 30

PDE_GP

Machine learning of linear differential equations using Gaussian processes

Language:MatlabMIT2 30

ColloidalCrystalliteDeformations

Language:Python020