GeoSIRR: Geological Section Interpretation, Reconstruction & Refinement

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Authors: Denis Anikiev, Juan Esteban Mosquera
Cited by: 0

Abstract

GeoSIRR (Geological Section Interpretation, Reconstruction & Refinement) is an open-source Python Framework that leverages large language models (LLMs) to translate free-form geological narratives into structured, coordinate-based cross-section geometries. Version 1.0.1 adds Ollama as a local LLM provider alongside OpenAI, timestamped per-run output directories that record the prompt, generated section, plot, and runtime log, a repeated-generation uncertainty-quantification workflow with geometry-variability figures, standalone plotting of cross-section files with configurable layout, and non-interactive command-line execution.

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
25 August 2026
Language
EN