2026-10-13T00:15:52Z https://api.figshare.com/v2/oai

oai:figshare.com:article/34024860 2026-09-29T16:03:12Z category_30202 category_26836 category_29173 item_type_9 month_year_09_2026

KODEX — KMIT: QMITIGATION 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 QMITIGATION KODEX:KMIT <p><strong>KODEX — KMIT</strong> (QMITIGATION). REAL quantum error mitigation — zero-noise extrapolation (ZNE, unitary folding) + readout-error mitigation on a real fusion quantum circuit (the KQUBIT H2 VQE state). Mitigation is the genuine NISQ tool TODAY; it recovers signal from noise, not a speedup. Quantum's role in fusion is post-~2036</p><p><strong>Benchmark:</strong> **REAL error mitigation**: ZNE cuts H2 energy error 44.38→5.029 mHa (0.887 removed); readout TV 0.1472→0.0 — real NISQ tool today, role post-~2036</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/kmit">https://kronosfusionenergy.com/kodex/kmit</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> 2026-09-29T16:03:12Z Software Software 10.6084/m9.figshare.34024860.v1 https://figshare.com/articles/software/KODEX_KMIT_QMITIGATION/34024860 CC BY 4.0