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Author

Mateusz Żeruń

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#software testing Open access Sep 2026

Functional Inconsistency Index (FII) surrogate-evaluation workflow: code and synthetic demonstration dataset

This software implements a controlled, post-hoc workflow for evaluating both the predictive accuracy and the functional behaviour of two-input machine-learning surrogate models. It starts from a normalised analytical table and provides strict input validation, deterministic model fitting, held-out and reconstruction me...

Mateusz Żeruń · 0 citations
#software testing Open access Aug 2026

Lithology-specific thermal-conductivity response surfaces and RSCI diagnostics

This software release provides the computational workflow developed for lithology-specific reconstruction and evaluation of thermal-conductivity response surfaces in mineral soils. Thermal conductivity is represented as a function of gravimetric water content on a dry-mass basis and measured wet bulk density. These var...

Mateusz Żeruń · 0 citations

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