NanzheWang / Upscaling-based-on-TgCNNLinks
Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder
☆12Updated 4 years ago
Alternatives and similar repositories for Upscaling-based-on-TgCNN
Users that are interested in Upscaling-based-on-TgCNN are comparing it to the libraries listed below
Sorting:
- The construction of TgNN surrogate☆15Updated 4 years ago
- CCSNet: a deep learning modeling suite for CO2 storage☆24Updated last year
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Updated 3 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆35Updated 3 months ago
- Physics-Informed Neural Networks designed to solve the Two-Dimensional Wave Equation in both TensorFlow and PyTorch. Code is designed to …☆18Updated 2 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Updated last year
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆11Updated 3 years ago
- Python implementation of the capacitance resistance model☆15Updated 5 years ago
- A wrapper to run MATLAB Reservoir Simulation Toolbox (MRST) in Python☆46Updated last year
- PINN for solving wave equation☆21Updated 2 years ago
- Physics-guided Convolutional Neural Network☆68Updated 4 years ago
- Machine learning framework for reservoir simulation☆124Updated 3 years ago
- This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Ne…☆19Updated 2 years ago
- Neural network based petrophysical property inversion☆39Updated 5 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆28Updated 3 years ago
- Shale gas simulation environment☆43Updated 3 years ago
- ☆13Updated 6 years ago
- 2D wave equation simulated by PINN and FDM☆12Updated 3 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆25Updated 4 months ago
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆17Updated last year
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆12Updated 2 years ago
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆149Updated last year
- ☆38Updated last year
- Seismic Reservoir Modeling package☆52Updated 8 months ago
- Tutorial material for self-supervised blind-spot and blind-mask denoising for random and coherent noise, respectively.☆15Updated last year
- PGNN-FWI: performing physics-guided neural network for FWI☆71Updated 11 months ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆59Updated 5 years ago
- pyPCGA: fast and scalable inverse modeling approach☆24Updated last week
- Various reservoir datasets, including Volve and PUNQS3☆28Updated 4 years ago
- ☆11Updated 3 years ago