2026-10-12T17:49:44Z https://api.figshare.com/v2/oai

oai:figshare.com:article/34024854 2026-09-29T16:03:11Z category_30202 category_26836 category_29173 item_type_9 month_year_09_2026

KODEX — KMIND: FOUNDATION Priyanca Ford (25137672) Ford, P. I. (24663093) Plasma physics; fusion plasmas; electrical discharges Nuclear engineering (incl. fuel enrichment and waste processing and storage) Machine learning not elsewhere classified fusion energy spherical tokamak D-3He AI/ML surrogate model uncertainty quantification digital twin Kronos Fusion Energy FOUNDATION KODEX:KMIND <p><strong>KODEX — KMIND</strong> (FOUNDATION). whole-device foundation surrogate — one shared-trunk multi-task net across transport / equilibrium / state / disruption, trained jointly; reports shared-representation transfer honestly (incl. negative transfer)</p><p><strong>Benchmark:</strong> **foundation model**: one shared trunk across 4 domains (66958 params); transfer vs matched single-task — pos none, neg ['equil', 'state'], neutral ['disrupt'] (transport data-starved) — honest multi-task result</p><p>Part of KODEX, the Kronos Family of Codes — a benchmarked AI/ML fusion surrogate suite with calibrated uncertainty and an abstention gate (<code>predict(x) → (y, uncertainty, in_domain)</code>). Provenance: references 10.5281/zenodo.21842371. Home: <a href="https://kronosfusionenergy.com/kodex/kmind">https://kronosfusionenergy.com/kodex/kmind</a> · suite: <a href="https://github.com/KronosFE/kronos-ml">https://github.com/KronosFE/kronos-ml</a>. Licensed under Apache-2.0. Honest card preserved verbatim.</p> 2026-09-29T16:03:11Z Software Software 10.6084/m9.figshare.34024854.v1 https://figshare.com/articles/software/KODEX_KMIND_FOUNDATION/34024854 CC BY 4.0