PredictiveIntelligenceLab

University of Pennsylvania

Pinned Repositories

1DBloodFlowPINNs
Language:Jupyter Notebook54 7 126
CausalPINNs
Language:Jupyter Notebook147 9 1029
GradientPathologiesPINNs
Language:Python176 13 346
jaxpi
Language:Python232 9 1852
Long-time-Integration-PI-DeepONets
Language:Jupyter Notebook52 6 511
MultiscalePINNs
Language:Python119 9 732
Physics-informed-DeepONets
Language:Jupyter Notebook284 11 1290
PINNsNTK
Language:Jupyter Notebook85 13 629
UQPINNs
Language:Jupyter Notebook61 6 131
USNCCM15-Short-Course-Recent-Advances-in-Physics-Informed-Deep-Learning
Language:Jupyter Notebook116 14 059

PredictiveIntelligenceLab's Repositories

PredictiveIntelligenceLab/Physics-informed-DeepONets
Language:Jupyter Notebook284 11 1290
PredictiveIntelligenceLab/jaxpi
Language:Python232 9 1852
PredictiveIntelligenceLab/GradientPathologiesPINNs
Language:Python176 13 346
PredictiveIntelligenceLab/CausalPINNs
Language:Jupyter Notebook147 9 1029
PredictiveIntelligenceLab/MultiscalePINNs
Language:Python119 9 732
PredictiveIntelligenceLab/USNCCM15-Short-Course-Recent-Advances-in-Physics-Informed-Deep-Learning
Language:Jupyter Notebook116 14 059
PredictiveIntelligenceLab/PINNsNTK
Language:Jupyter Notebook85 13 629
PredictiveIntelligenceLab/UQPINNs
Language:Jupyter Notebook61 6 131
PredictiveIntelligenceLab/1DBloodFlowPINNs
Language:Jupyter Notebook54 7 126
PredictiveIntelligenceLab/Long-time-Integration-PI-DeepONets
Language:Jupyter Notebook52 6 511
PredictiveIntelligenceLab/TRIPODS_Winter_School_2022
Practicum on Supervised Learning in Function Spaces
Language:Jupyter Notebook32 5 011
PredictiveIntelligenceLab/JAX-BO
Language:Python30 7 15
PredictiveIntelligenceLab/GP-NODEs
Language:Python27 2 06
PredictiveIntelligenceLab/ImprovedDeepONets
Language:Jupyter Notebook25 5 26
PredictiveIntelligenceLab/BayesianDifferentiableProgramming
Language:Python21 5 07
PredictiveIntelligenceLab/cvit
Language:Jupyter Notebook19 1 02
PredictiveIntelligenceLab/DeepStefan
Language:Python17 4 017
PredictiveIntelligenceLab/NOMAD
Language:Python14 2 13
PredictiveIntelligenceLab/PDE-constrained-optimization-PI-DeepONet
13 3 17
PredictiveIntelligenceLab/LOCA
Language:Python11 2 12
PredictiveIntelligenceLab/ENM-5310
Language:Jupyter Notebook10 1 0
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/UQDeepONet
Language:Python9 2 04
PredictiveIntelligenceLab/DeepCOVID19
Language:Python6 2 14
PredictiveIntelligenceLab/VANO
Language:Jupyter Notebook6 1 0
PredictiveIntelligenceLab/MultistepNNs
Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems
Language:Python4 4 04
PredictiveIntelligenceLab/jax-bandits
Language:Jupyter Notebook3 3 03
PredictiveIntelligenceLab/micrometer
Language:Python1 0 0
PredictiveIntelligenceLab/ColloidalCrystalliteDeformations
Language:Python2 0