The Horizon Europe CRM-geothermal project: Deliverable 1.4 - AI-based simulation module (Software prototype)

Task 1.4 focuses on developing the CRM AI Tool to uncover intricate relationships between elemental features and Lithium concentrations in geothermal waters, integrating geological insights with advanced Machine Learning techniques. The report documents the comprehensive data pre-processing, statistical learning, and model application, showcasing the tool's ability to provide complex data interpretation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-29
DOI
https://doi.org/10.5281/zenodo.15294878
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

The Horizon Europe CRM-geothermal project: Deliverable 1.4 - AI-based simulation module (Software prototype)

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

The Horizon Europe CRM-geothermal project: Deliverable 1.4 - AI-based simulation module (Software prototype)

article en

Abstract

Task 1.4 focuses on developing the CRM AI Tool to uncover intricate relationships between elemental features and Lithium concentrations in geothermal waters, integrating geological insights with advanced Machine Learning techniques. The report documents the comprehensive data pre-processing, statistical learning, and model application, showcasing the tool's ability to provide complex data interpretation.

Zenodo (CERN European Organization for Nuclear Research)
Inlecom Systems (United Kingdom) (GB)
Openalex Percentile: Top 76%
Geochemistry and Geologic Mapping
DOIOpen Access PDFOpenAlex
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The Horizon Europe CRM-geothermal project: Deliverable 1.4 - AI-based simulation module (Software prototype) · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS