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A tutorial for beginners using Python and Javascript for basic triple combo plotting

Python 9 1 Updated Jan 28, 2026
Python 3 Updated Jan 25, 2026

Python tutorials for Geology students and professionals.

Python 55 8 Updated Jan 24, 2026
PowerShell 142 71 Updated Jan 25, 2026
Python 3,152 791 Updated Dec 19, 2025

Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey

308 48 Updated Jun 4, 2025
Jupyter Notebook 4 2 Updated Jan 4, 2026

Repository to implement python approach inspired by Petroleum Production Engineering book

Jupyter Notebook 12 6 Updated Jan 1, 2026

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

HTML 2,240 365 Updated May 25, 2023
Python 10 1 Updated Jan 9, 2026

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

Python 2,356 564 Updated Jan 29, 2026

Model Context Protocol (MCP) server for AI-powered reservoir engineering calculations. Integrates pyResToolbox with Claude AI for PVT analysis, well performance, simulation support, and more. 47 pr…

Python 18 7 Updated Dec 13, 2025

Oil well monitoring, decline curve analysis

Python 4 1 Updated Oct 10, 2023

A curated collection of fun and creative examples generated with Nano Banana & Nano Banana Pro🍌, Gemini-2.5-flash-image based model. We also release Nano-consistent-150K openly to support the commu…

20,447 2,122 Updated Dec 12, 2025
Jupyter Notebook 3 Updated Aug 1, 2025

physics_of_data-posts

1 Updated Jul 13, 2025

Supercharge your workflow automation with this curated collection of n8n templates! Instantly connect your favorite apps-like Gmail, Telegram, Google Drive, Slack, and more-with ready-to-use, AI-po…

18,478 5,338 Updated Nov 2, 2025
Python 3 Updated Apr 16, 2025

Machine Learning Roadmap for 2025. Step-by-step guide to become a Data Scientist. Covers the best free learning resources from Python basics to Deep Learning and MLOps.

238 27 Updated Aug 20, 2025

Jupyter notebooks with patterns and snippets for reservoir simulations using implicit numerical methods in Python

Jupyter Notebook 5 3 Updated Feb 28, 2020

Screening CO2 storage potential in petroleum reservoirs on the Norwegian Continental Shelf

Jupyter Notebook 3 3 Updated Jan 28, 2026

Understanding Deep Learning - Simon J.D. Prince

Jupyter Notebook 8,969 2,082 Updated Jan 20, 2026

Application of ANN model to determine relative permeability curves

Jupyter Notebook 2 2 Updated Jun 28, 2021

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

23,116 3,077 Updated Jan 22, 2026

My RE (reservoir engineering) Python code

Jupyter Notebook 12 6 Updated Apr 18, 2022

Curated from repositories that make our lives as reservoir engineers and geoscientists easier or just more awesome

56 19 Updated Aug 29, 2023

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

HTML 12,777 2,971 Updated Oct 19, 2024

A python library for user-friendly forecasting and anomaly detection on time series.

Python 9,172 980 Updated Jan 28, 2026

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation da…

Python 1,222 263 Updated Jan 26, 2026

Machine learning techniques applied to subsurface data.

Jupyter Notebook 11 3 Updated Jun 29, 2023
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