Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network

Repo to the paper "Message Passing Neural PDE Solvers"

PyTorch implementations of Learning Mesh-based Simulation With Graph Networks

Collection of MODFLOW 6 example models

YooChoose challenge with GCN in Pytorch Geometric

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

一本系统地教你将深度学习模型的性能最大化的战术手册。

Deep autoregressive neural networks for high-dimensional inverse problems

The code of estimating the non-Gaussian groundwater conductivity parameter

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

PyTorch Tutorial for Deep Learning Researchers

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder

A Collection of Variational Autoencoders (VAE) in PyTorch.

PyTorch implementations of Generative Adversarial Networks.

python and flopy tutorials for hydrologic applications and MODFLOW modeling

MODFLOW and More 2019 FloPy Short Course Repository

Class repository for the MODFLOW 6 / Flopy workshop held in Delft, the Netherlands during the week of March 25, 2019

Repository for the worked example in the 2022 Groundwater Technology Spotlight on Flopy.