GitHub topics: physics-informed-machine-learning
BBahtiri/Deep-Learning-Constitutive-Model
A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient conditions.
Language: Python - Size: 3.52 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 13 - Forks: 4
SinaNavidii/PIML-for-Degradation-Diagnostics
Main codes for half-cell model, PINN and co-kriging implemented for physics-informed degradation diagnostics project: https://doi.org/10.1016/j.ensm.2024.103343
Language: Python - Size: 14.7 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 1
HewlettPackard/separable-operator-networks
Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.
Language: Python - Size: 942 KB - Last synced at: 20 days ago - Pushed at: 7 months ago - Stars: 26 - Forks: 1
energietransitie/needforheat-dynamic-analysis
NeedForHat Diagnosis: physics informed machine learning models for the residential energy transition
Language: Python - Size: 24.7 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0
XinyuanLiao/ComplexNDM
📕Code for paper Parallelizable Complex Neural Dynamics Models for PMSM Temperature Estimation with Hardware Acceleration.
Language: Python - Size: 2.73 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0
Neural-Litho/Neural-Lithography
Official implementation of Neural Lithography (SIGGRAPH Asia 2023)
Language: Python - Size: 11.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 30 - Forks: 4
AlexKenna/Physics-Informed-Machine-Learning
An exploration of different Physics Informed Machine Learning topics
Language: Jupyter Notebook - Size: 16.4 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
dortiz5/ihealth-pinns-workshop
iHealth workshop about applications of physics-informed neural networks (PINNs)
Language: Jupyter Notebook - Size: 14.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
