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1d-wavelet-based-inversion

Scale-dependent wavelet-based regularization scheme for geophysical 1D inversion

3demfdfd

Fortran 77 Program for EM Modelling

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, ... 🧠

awesome-pinn

A curated list of awesome Physics Informed Neural Network, projects and communities.

bayesmtgds-released

Trans-dimensional Bayesian joint inversion of magnetotelluric and geomagnetic depth sounding responses to constrain mantle electrical discontinuities

datasets

A collection of datasets of ML problem solving

dealii

The development repository for the deal.II finite element library.

earth_from_lab_to_planet_tutorials

Numerical tutorials for Earth From Lab to Planet

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.

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！

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.

pinns-pytorch

PyTorch Implementation of Physics-informed Neural Networks

pykan

Kolmogorov Arnold Networks

python-iw-ssim

Implement IW-SSIM using PyTorch

pythonproject11

初学深度学习

pytorch-learning-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pytorch-msssim

Fast and differentiable MS-SSIM and SSIM for pytorch.

reproducible-deep-compressive-sensing

Collection of reproducible deep learning for compressive sensing

sift

stdlib

Fortran Standard Library