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Starred repositories

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Object-oriented python wrapper for the VIPhreeqc module

Python 73 19 Updated Oct 25, 2024

Rapid modelling of reactive transport in porous media using machine learning: limitations and solutions

Jupyter Notebook 6 Updated Feb 10, 2025

CO2GraVISim is a reduced physics model of the flow of CO2 injected into a porous reservoir

Python 7 2 Updated Apr 22, 2024

clustering using t-SNE (t-Distributed Stochastic Neighbor Embedding) and PCA

Jupyter Notebook 1 Updated Sep 6, 2023

A compositional model able to generate the composition of a multi-component hydrocarbon fluid. Also a ternary diagram add-on, compliments to python-ternary@github:marcharper

Python 1 1 Updated Sep 8, 2016

Getting data in and out of Schlumberger Petrel

Python 8 1 Updated Feb 11, 2025

A cloud platform for greenhouse gas (GHG) data analysis and collaboration.

Python 33 5 Updated Feb 17, 2025

MGN-LSTM - a graph neural network-based, deep-learning models for multiphase flow in carbon capture and storage (CCS) reservoirs with complex fault systems

Jupyter Notebook 1 Updated Jan 28, 2025
Python 1 Updated Jul 31, 2019

Classification and Regression Trees (CART) in python from scratch.

Python 21 13 Updated Aug 23, 2018

Projects/Works that I have carried out in python to date

Jupyter Notebook 1 Updated Oct 2, 2023

DUT_PRML

MATLAB 2 Updated Jun 29, 2020
Jupyter Notebook 1 Updated Oct 22, 2021

Machine Learning in Sci-kit Learn: supervised/unsupervised

Python 1 Updated Nov 11, 2020

Decision Tree Implementation for Machine Learning Class

Python 1 Updated Dec 3, 2020

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

Python 1,197 282 Updated Feb 14, 2025

GEOS Simulation Framework

C++ 227 91 Updated Feb 17, 2025
Jupyter Notebook 2 1 Updated Oct 30, 2022

Physics-Informed Neural Networks Trained with Particle Swarm Optimization

Python 19 7 Updated Sep 20, 2022
Jupyter Notebook 29 6 Updated Jun 13, 2023

Codomain attention neural operator for single to multi-physics PDE adaptation.

Python 43 9 Updated Feb 7, 2025
Python 10 1 Updated May 11, 2024

Knowledge-driven stochastic modeling of geological geometry features conditioned on drillholes, outcrops, and geophysics

Python 24 1 Updated Dec 3, 2024
Jupyter Notebook 9 50 Updated Dec 14, 2024

Hopfield Networks is All You Need

Python 1,772 197 Updated Apr 23, 2023

Python scripts for analyzing data extracted from TESCAN Integrated Mineral Analyzer (TIMA)

Jupyter Notebook 2 Updated Aug 24, 2020

Tectonics from Digital Elevation Models

MATLAB 16 9 Updated Jul 18, 2016
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