PredictiveIntelligenceLab

University of Pennsylvania

Pinned Repositories

1DBloodFlowPINNs
Language:Jupyter Notebook53 7 125
CausalPINNs
Language:Jupyter Notebook134 9 929
GradientPathologiesPINNs
Language:Python169 13 344
jaxpi
Language:Python205 8 1844
Long-time-Integration-PI-DeepONets
Language:Jupyter Notebook47 6 511
MultiscalePINNs
Language:Python113 9 732
Physics-informed-DeepONets
Language:Jupyter Notebook267 11 1286
PINNsNTK
Language:Jupyter Notebook82 12 531
UQPINNs
Language:Jupyter Notebook60 6 131
USNCCM15-Short-Course-Recent-Advances-in-Physics-Informed-Deep-Learning
Language:Jupyter Notebook115 14 059

PredictiveIntelligenceLab's Repositories

PredictiveIntelligenceLab/Physics-informed-DeepONets
Language:Jupyter Notebook267 11 1286
PredictiveIntelligenceLab/jaxpi
Language:Python205 8 1844
PredictiveIntelligenceLab/GradientPathologiesPINNs
Language:Python169 13 344
PredictiveIntelligenceLab/CausalPINNs
Language:Jupyter Notebook134 9 929
PredictiveIntelligenceLab/USNCCM15-Short-Course-Recent-Advances-in-Physics-Informed-Deep-Learning
Language:Jupyter Notebook115 14 059
PredictiveIntelligenceLab/MultiscalePINNs
Language:Python113 9 732
PredictiveIntelligenceLab/PINNsNTK
Language:Jupyter Notebook82 12 531
PredictiveIntelligenceLab/UQPINNs
Language:Jupyter Notebook60 6 131
PredictiveIntelligenceLab/1DBloodFlowPINNs
Language:Jupyter Notebook53 7 125
PredictiveIntelligenceLab/Long-time-Integration-PI-DeepONets
Language:Jupyter Notebook47 6 511
PredictiveIntelligenceLab/TRIPODS_Winter_School_2022
Practicum on Supervised Learning in Function Spaces
Language:Jupyter Notebook31 5 011
PredictiveIntelligenceLab/JAX-BO
Language:Python30 7 15
PredictiveIntelligenceLab/GP-NODEs
Language:Python27 2 06
PredictiveIntelligenceLab/ImprovedDeepONets
Language:Jupyter Notebook22 5 26
PredictiveIntelligenceLab/BayesianDifferentiableProgramming
Language:Python21 5 07
PredictiveIntelligenceLab/DeepStefan
Language:Python17 4 017
PredictiveIntelligenceLab/cvit
Language:Jupyter Notebook15 1 01
PredictiveIntelligenceLab/NOMAD
Language:Python13 2 03
PredictiveIntelligenceLab/PDE-constrained-optimization-PI-DeepONet
12 3 17
PredictiveIntelligenceLab/LOCA
Language:Python10 2 12
PredictiveIntelligenceLab/CADGMs
Language:Jupyter Notebook9 4 17
PredictiveIntelligenceLab/GPTutorial
A hands-on tutorial on supervised learning with Gaussian processes
Language:Jupyter Notebook9 3 08
PredictiveIntelligenceLab/PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
Language:Python9 4 07
PredictiveIntelligenceLab/UQDeepONet
Language:Python7 2 04
PredictiveIntelligenceLab/DeepCOVID19
Language:Python6 2 13
PredictiveIntelligenceLab/MultistepNNs
Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems
Language:Python4 4 04
PredictiveIntelligenceLab/VANO
Language:Jupyter Notebook4 1 0
PredictiveIntelligenceLab/jax-bandits
Language:Jupyter Notebook3 3 03
PredictiveIntelligenceLab/PDE_GP
Machine learning of linear differential equations using Gaussian processes
Language:MATLAB2 3 04
PredictiveIntelligenceLab/ColloidalCrystalliteDeformations
Language:Python2 0