Pinned Repositories
2017-JupyterNotebooksForGeophysics
MSc Geophysics Seminar on developing Jupyter Notebooks for Geophysics
Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
Applied-Deep-Learning
Applied Deep Learning Course
Astic-2020-JointInversion
Collection of scripts to reproduce the results of Astic et al. (2020): forward modelling and joint inversion of potential fields data with petrophysical information (Petrophysically and geologically guided inversion: PGI)
AVO-Plot-Screening-using-ML
AVO plot screening using machine learning. Correlate each other AVO respon from multiple CMP point
Differential-equations-earth-system
Course material for the lecture "Differential equations in the earth system" (WS 2019/2020) @ CAU Kiel
Generative-Modelling
Teaching material for Generative modelling lectures in AI Summer School @ KAUST
GeophysicalDataAnalysis
my_blog
my blog
thelearningcurves.github.io
thelearningcurves's Repositories
thelearningcurves/Applied-Deep-Learning
Applied Deep Learning Course
thelearningcurves/awesome-cpp
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
thelearningcurves/Generative-Modelling
Teaching material for Generative modelling lectures in AI Summer School @ KAUST
thelearningcurves/GeophysicalDataAnalysis
thelearningcurves/CFDPython
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
thelearningcurves/COGS18_22
thelearningcurves/Conjugate-Gradient
Painless conjugate gradient notebooks
thelearningcurves/ETHz-DLSC_PartB
ETHz Deep Learning for Scientific Computing. In this project we reproduce the FFN, DeepONet, FNO, CNO, KNO, UNet on Heat/Wave/Poisson Equations
thelearningcurves/geophysical_notes
Collection of geophysical notes in the form of IPython/Jupyter notebooks.
thelearningcurves/geoscience-ML-tutorial
Some simple tutorials about machine learning / deep learning / optimization in geosciences.
thelearningcurves/harmonic-oscillator-pinn-workshop
Introductory workshop on PINNs using the harmonic oscillator
thelearningcurves/Jax-PINNEik
This repository host the solution to the Eikonal Equation using Physics Informed Neural Networks (PINNs) implemented using the Jax framework
thelearningcurves/ModSimPy
Text and supporting code for Modeling and Simulation in Python
thelearningcurves/Numerical-Methods
Welcome to this collection of numerical methods implemented in Python from scratch! In this repository, you will find a variety of techniques for solving mathematical problems, along with the theoretical basis behind each method, examples of how to use the functions, and benchmarking against popular Python scientific libraries.
thelearningcurves/oops_python
Python OOP : Object oriented Programming in Python
thelearningcurves/PII__DEEP
thelearningcurves/PIML
Material for a Jupyter book.
thelearningcurves/PIML_blogs
thelearningcurves/PINN-for-wave-equation
PINN for solving wave equation
thelearningcurves/PINN_IMP_2
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
thelearningcurves/PINN_PINA
Physics-Informed Neural networks for Advanced modeling
thelearningcurves/PINNpapers
Must-read Papers on Physics-Informed Neural Networks.
thelearningcurves/PyTorch-book
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
thelearningcurves/pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
thelearningcurves/sample_repo
thelearningcurves/seisflows
An automated workflow tool for full waveform inversion and adjoint tomography
thelearningcurves/seismic_deep_learning
A couple of python scripts to interpret geological structures from geophysical images using deep learning
thelearningcurves/Seismic_viewer
The ultimate lightweight Matplotlib-based seismic volume viewer with multi-view support and horizon visualization capabilities.
thelearningcurves/teaching-seismic-waves
thelearningcurves/uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023