Pinned Repositories
1D-wavelet-based-inversion
Scale-dependent wavelet-based regularization scheme for geophysical 1D inversion
3DEMFDFD
Fortran 77 Program for EM Modelling
AI-HFM-Solver
datasets
A collection of datasets of ML problem solving
Fortran-learning
kuanghy2320
Config files for my GitHub profile.
machine_learning_approach_for_subsurface_temperature_prediction
Code Documentation for https://geothermal-energy-journal.springeropen.com/articles/10.1186/s40517-021-00200-4
Magnetotelluric_sounding_exploration_Liu_Jianxin_Code_reproduction
这是笔者本人对所阅读学习书籍的代码复现，书籍是中南大学柳建新教授的著作《大地电磁测深法勘探-资料解释处理、反演与解释》，如有不足，请多多指教！
PINNs-pytorch
PyTorch Implementation of Physics-informed Neural Networks
pythonProject11
初学深度学习
kuanghy2320's Repositories
kuanghy2320/Magnetotelluric_sounding_exploration_Liu_Jianxin_Code_reproduction
这是笔者本人对所阅读学习书籍的代码复现，书籍是中南大学柳建新教授的著作《大地电磁测深法勘探-资料解释处理、反演与解释》，如有不足，请多多指教！
kuanghy2320/kuanghy2320
Config files for my GitHub profile.
kuanghy2320/datasets
A collection of datasets of ML problem solving
kuanghy2320/Fortran-learning
kuanghy2320/machine_learning_approach_for_subsurface_temperature_prediction
Code Documentation for https://geothermal-energy-journal.springeropen.com/articles/10.1186/s40517-021-00200-4
kuanghy2320/PINNs-pytorch
PyTorch Implementation of Physics-informed Neural Networks
kuanghy2320/pythonProject11
初学深度学习
kuanghy2320/1D-wavelet-based-inversion
Scale-dependent wavelet-based regularization scheme for geophysical 1D inversion
kuanghy2320/3DEMFDFD
Fortran 77 Program for EM Modelling
kuanghy2320/AI-HFM-Solver
kuanghy2320/annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
kuanghy2320/awesome-pinn
A curated list of awesome Physics Informed Neural Network, projects and communities.
kuanghy2320/BayesMTGDS-released
Trans-dimensional Bayesian joint inversion of magnetotelluric and geomagnetic depth sounding responses to constrain mantle electrical discontinuities
kuanghy2320/dealii
The development repository for the deal.II finite element library.
kuanghy2320/Earth_From_Lab_To_Planet_Tutorials
Numerical tutorials for Earth From Lab to Planet
kuanghy2320/esys-escript.github.io
kuanghy2320/femtic
FEMTIC is a 3-D magnetotelluric inversion code. FEMTIC is made by object-oriented programming with C++. FEMTIC is applicable to land magnetotelluric survey data as well as ocean bottom magnetotelluric survey data.
kuanghy2320/FullwavePy
Python framework and diagnostics for full-waveform modelling and inversion.
kuanghy2320/GaussianProcesses
Gaussian Processes regression with gaussian kernel implementation.
kuanghy2320/Gram_Joint_Inversion
Fortran Parallel Code to perform Joint Inversion of Gravity and Magnetic with structural similarity approach based on Gramian constraints.
kuanghy2320/petgem
petgem is a parallel and high-order code for active-source (e.g. CSEM) and passive-source (e.g. MT) geophysics electromagnetic modeling in 3D arbitrary marine/land problems under anisotropic conductivities.
kuanghy2320/Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
kuanghy2320/pykan
Kolmogorov Arnold Networks
kuanghy2320/Python-IW-SSIM
Implement IW-SSIM using PyTorch
kuanghy2320/pytorch-learning-examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
kuanghy2320/pytorch-msssim
Fast and differentiable MS-SSIM and SSIM for pytorch.
kuanghy2320/regridpack
Modern Fortran Edition of REGRIDPACK
kuanghy2320/Reproducible-Deep-Compressive-Sensing
Collection of reproducible deep learning for compressive sensing
kuanghy2320/SIFT
kuanghy2320/stdlib
Fortran Standard Library