KODEX — KMIND: FOUNDATION

<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="kronosfusionenergy.com/kodex/kmind">https://kronosfusionenergy.com/kodex/kmind</a> · suite: <a href="github.com/KronosFE/kronos-ml">https://github.com/KronosFE/kronos-ml</a>. Licensed under Apache-2.0.