Paper 2.72 · Phase 2 · De-Risking & Systems

Neural-Operator Flux Surrogates for Control-Latency Transport: Differentiable DeepONet-FNO Emulation of Nonlinear Gyrokinetics with Manifold-Abstention Monitoring

P. I. Ford · Kronos Fusion Energy

DOI 10.5281/zenodo.22645803 · Editorial edition · 2026 Kronos publication series

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Published open access (CC BY 4.0) on Zenodo. The deposit is the paper's data & code package: manuscript, data-and-methods, figures, a run-all reproduction driver and per-file checksums.

DOI: 10.5281/zenodo.22645803

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