Reservoir simulation in Julia: Multi-phase, multi-component Darcy flow based on Jutul.jl
Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics.
A parallel, open-source geothermal flow simulator
GHEtool is an open-source tool for borefield sizing and ground temperature evolution plotting.
Geothermal Cloud for Machine Learning
Python methods for geoscientists, geochemists and reservoir engineers working in geothermal resources.
Probabilistic unsupervised feature extraction from seismic spectrograms for machine learning.
Reservoir simulation in Python using the JutulDarcy.jl reservoir simulator
SuitabilityGeothermalDrillingSwitzerland is an open source Java script library that allows to query the cantonal interfaces whether a site in Switzerland is suitable for a geothermal drilling. This library is supporting the web app www.kann-ich-bohren.ch.
Source for my doctoral thesis "Inferring the lithospheric thermal structure from satellite gravimetry"
The Ground Heat Exchanger Design Tool can simulate, size and automatically select ground heat exchanger configurations.
A GUI for drilling simulation platform powered by AI in geothermal wells.
Dataset petrophysical logs, and cuttings sample laboratory results.
Raton Basin Colorado well log data collection and geothermal modeling.
Ensemble Kalman inversion for geothermal reservoir modelling.
Accompanying data to "A geothermal application for GOCE satellite gravity data: modelling the crustal heat production and lithospheric temperature field in Central Europe"
Simple finite element, heat- and mass-transfer models for teaching geothermal reservoir physics
GEOPHIRES is NREL's free and open-source geothermal techno-economic simulator.
Let’s explore something interesting together. In this project, we developed a machine learning digital twin using Intel-optimized XGBoost and daal4py to simulate and optimize the Rate of Penetration (ROP) in geothermal drilling. We leveraged SHAP for Explainable AI (XAI) to interpret model predictions.
Code base to run Streamlit Value of Information App for binary decision with geothermal techno economics.
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