elifo

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

examples

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

deepxde

A library for scientific machine learning and physics-informed learning

neuraloperator

Learning in infinite dimension with neural operators.

Physics-Based-Deep-Learning

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

PINNpapers

Must-read Papers on Physics-Informed Neural Networks.

harmonic-oscillator-pinn

Code accompanying my blog post: So, what is a physics-informed neural network?

utm

Bidirectional UTM-WGS84 converter for python

rome

Realistic mesh-based avatars. ECCV 2022

physics_informed

FBPINNs

Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)

pyrocko

An official read-only mirror of https://git.pyrocko.org/pyrocko/pyrocko. A seismology toolkit for Python.

CAMLab-DLSCTutorials

Theory-of-seismic-waves-II

Course material for the lecture "Theory of seismic waves II" (SS 2018) @ CAU Kiel

pinn_wave

Physics Informed Neural Network (PINN) for the wave equation.

PINO_Applications

Applications of PINOs

Turkey-Earthquake-2023-GeoData

6 Şubat depremi ile ilgili uydu, mekansal verileri ve raporların derlendiği sayfadır.

seismo_live

Live Jupyter Notebooks for Seismology

Physics-informed-neural-network-in-JAX

Example problems in Physics informed neural network in JAX

bootcamp

Bootcamp notebooks

UNO

seismic-simulation-complex-media

This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et al, 2020, Solid Earth)

machine_learning_earth_sciences

CS205_final_project

Parallel clustering with OpenMP, MPI and CUDA

Differential-equations-earth-system

Course material for the lecture "Differential equations in the earth system" (WS 2019/2020) @ CAU Kiel

specfem3d_geotech

SPECFEM3D_GEOTECH is an open-source command-driven software for 3D slope stability analysis and simulation of 3D multistage excavation based on the spectral-element method.

FNO4CO2

Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators

PINN

2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch

AcousticNeuralOperator

FNO-NF.jl

Solving multiphysics-based inverse problems with learned surrogates and constraints