yufengwa

3Dvis4Geodata

This repo is for my class notes in 3D visualization for Geoscience data. The main page is https://yufengwa.github.io/3Dvis4Geodata/

ComputaGeophys

This repo is for my class notes in Computational Geophysics. The main page is https://yufengwa.github.io/ComputaGeophys/

vit-efwi

This repo is the dataset and codes for ViT-EFWI, which reproduces the results of our submitted manuscript "Improved elastic full-waveform inversion with Vision Transformer reparameterization and Recurrent Neural Network reformulation"

expQRTM

expQRTM is a CUDA-based package for QRTM with explicit stabilization in the time-space domain.

seismodinv

This repo shows two CNNs (WaveNet and Conditional Encoder-Decoder, CED) for seismic modeling and inversion.

awesome-scientific-computing

:sunglasses: Curated list of awesome software for numerical analysis and scientific computing

deeponet

Learning nonlinear operators via DeepONet

simplified-deeplearning

Simplified implementations of deep learning related works

.github

Templates for Issues and Pull Requests shared between every repository in the organization

awesome-jupyter

A curated list of awesome Jupyter projects, libraries and resources

CharlesScripts

My awesome scripts for Arch Linux or Ubuntu Gnome latest LTS or MacBook.

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

deepxde

Deep learning library for solving differential equations and more

Fine-tuning-NOs

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

GeoStats.jl

An extensible framework for high-performance geostatistics in Julia

julia

The Julia Programming Language

mkdocs-material

Technical documentation that just works

models

Models and examples built with TensorFlow

NeuralOperators.jl

learning the solution operator for partial differential equations in pure Julia.

notebooks

:notebook: A growing collection of Jupyter Notebooks written in Python, OCaml and Julia for science examples, algorithms, visualizations etc

numerical-tours

Numerical Tours of Signal Processing

PlotNeuralNet

Latex code for making neural networks diagrams

pyro

Deep universal probabilistic programming with Python and PyTorch

segysak-t21-tutorial

Transform 21 Tutorial for SEGYSAK

SeisElastic2D_1.1

An open-source package for multiparameter FWI in isotropic-, anisotropic- and visco-elastic media version 1.1

slides

All the slides of my talks since 2016! Written in LaTeX or Markdown, compiled to pretty PDF with pandoc :sparkles:, and experiments with Marp, reveal.js, remark.js etc. PDF on https://speakerdeck.com/naereen/ or on

teaching-computational-geophysics

Additional material for computational geophysics course

universal_differential_equations

Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML

Wavepinns