WenxSong / DNN_GSRLinks
Public Datasets and Codes for Data-driven discovery of soil moisture flow governing equation: A sparse regression framework. Water Resources Research.
☆10Updated 9 months ago
Alternatives and similar repositories for DNN_GSR
Users that are interested in DNN_GSR are comparing it to the libraries listed below
Sorting:
- The construction of TgNN surrogate☆15Updated 4 years ago
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆158Updated last year
- 本项目利用pytorch实现了一个简易的模块化DeepONet,凭此可以快速的实现一些简易的DeepONet。☆12Updated 5 months ago
- Physics-informed deep super-resolution of spatiotemporal data☆48Updated 2 years ago
- CCSNet: a deep learning modeling suite for CO2 storage☆26Updated last year
- Physics informed neural network for learning seepage flow models☆19Updated 2 years ago
- Fourier neural operator for real-time simulation of 3D dynamic urban microclimate☆16Updated last year
- Physics-informed neural networks for the Richardson-Richards equation☆30Updated 5 years ago
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆53Updated 2 years ago
- Physics-encoded recurrent convolutional neural network☆47Updated 3 years ago
- Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multi-phase flow in heterogeneous random media☆14Updated 6 years ago
- ☆10Updated 3 years ago
- ☆10Updated 4 years ago
- ☆39Updated last year
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Updated 4 years ago
- This is the code for our paper '3D carbonate digital rock reconstruction using PG-GAN' submitted to JGR. The code is modified from the or…☆15Updated 4 years ago
- pyPCGA: fast and scalable inverse modeling approach☆25Updated 2 months ago
- DeepXDE and PINN☆140Updated 3 years ago
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆41Updated 3 years ago
- Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration☆16Updated last year
- Code and datasets for paper "Assessing Weighted Physics Informed Neural Networks in Ocean Modelling"☆12Updated 3 years ago
- The Excel tool includes implementations of the Tiers 3 and 4 models (PFAS-LEACH-Analytical and PFAS-LEACH-DAF) of PFAS-LEACH.☆13Updated last month
- ☆19Updated 4 years ago
- A parallelized two-dimensional hydrodynamic, sediment transport, and bed morphology model using OpenFOAM☆25Updated 7 years ago
- Deep finite volume method☆21Updated last year
- A small research project about advanced machine learning with neural networks. The Fourier neural operator was implemented here to see if…☆40Updated 2 years ago
- ☆65Updated last month
- This is a plugin for ImageJ2 for multifractal analysis of 2D and 3D images. Cite: MULTIFRAC: An ImageJ plugin for multiscale characteriza…☆12Updated 5 years ago
- ☆52Updated last year
- An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic di…☆31Updated 3 years ago