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Software . 2026
License: CC BY
Data sources: Datacite
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MaxSC4/evms: EVMS v0.1.0 — First Public Release

Authors: Maxime SOARES CORREIA;

MaxSC4/evms: EVMS v0.1.0 — First Public Release

Abstract

EVMS v0.1.0 — First Public Release EVMS is a scientific Python framework for volumetric inversion of geological radioactivity from surface gamma measurements, with sparse forward modeling, regularized inversion, and a multipage Streamlit interface. Highlights Sparse voxel-based forward operator with attenuation and distance kernel. Tikhonov inversion with graph regularization. Layer-aware smoothing and finite fracture barrier support. Optional calibration workflow (relative units -> physical units). Inversion diagnostics: residual map, ||AS - M||, ||LS||, optional holdout error, trust report. Automatic parameter search for mu and R_max. Publication-ready Streamlit UI with: Inversion Workspace How EVMS Works Credits Mesh export with baked texture (OBJ + MTL + PNG) and volumetric export (.npy). Validation Test suite included (pytest) covering geometry, forward model, inversion, calibration, and diagnostics. Installation conda env create -f environment.yml conda activate evms-env pip install -e . Run streamlit run streamlit_app.py Project links Website maxsc4.github.io Contact : soarescorreia@ipgp.fr

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average