sheadan / DeepGreen
DeepGreen network written in Tensorflow 2
☆29Updated 3 years ago
Alternatives and similar repositories for DeepGreen
Users that are interested in DeepGreen are comparing it to the libraries listed below
Sorting:
- XPINN code written in TensorFlow 2☆27Updated 2 years ago
- Multifidelity DeepONet☆32Updated last year
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆36Updated last month
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- ☆26Updated 10 months ago
- ☆13Updated 4 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆12Updated 4 years ago
- ☆30Updated last year
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆17Updated 2 years ago
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆40Updated 9 months ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated last year
- A sequential DeepONet model implementation that uses a recurrent neural network (GRU and LSTM) in the branch and a feed-forward neural ne…☆14Updated last year
- DeepONet extrapolation☆27Updated last year
- Sparse Physics-based and Interpretable Neural Networks☆48Updated 3 years ago
- ☆11Updated last year
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆30Updated 3 years ago
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆57Updated 3 years ago
- POD-PINN code and manuscript☆51Updated 6 months ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…☆40Updated 2 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆18Updated 2 years ago
- ☆9Updated last year
- Rheology-informed Machine Learning Projects☆17Updated last year
- Soving heat transfer problems using PINN with tf2.0☆19Updated 3 years ago
- ☆14Updated 8 months ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆20Updated 2 years ago
- ☆30Updated 2 years ago
- Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.☆26Updated 2 years ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆52Updated 4 months ago
- Multi-fidelity reduced-order surrogate modeling☆22Updated last week