datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
kronos-2026-bookskronos-2026-publications
Kronos Fusion Energy — 2026 Publication Series
The complete 2026 design-and-de-risking series for a compact spherical-tokamak breeder (Hyperion)
and its D–³He tandem-mirror burners (Aegis / MetroVolt) — 115 papers, each with its editorial
PDF, a data-&-methods companion, machine-readable frozen anchors, and figures.
Every numerical value is a frozen design-point anchor, independently re-run and stamped in the
Physics De-Risking Register (paper 1.0, DOI 10.5281/zenodo.22645689).… See the full description on the dataset page: https://huggingface.co/datasets/KrononosFE/kronos-2026-publications.kronos-2026-ai-quantum
Physics-Informed AI and Quantum Technologies for Certifiable Real-Time Control of Compact Fusion Generators
Authors: Ford, P. I.
Summary
A layered digital-twin control architecture holding three technology-readiness tiers apart. A control-barrier safety clamp gives a provable zero-escape guarantee on the reduced-order operating envelope; quantum sensing is near-term diagnostics; quantum computation is an offline calibration tier with no resource crossover this… See the full description on the dataset page: https://huggingface.co/datasets/KrononosFE/kronos-2026-ai-quantum.kronos-2026-2-8-quantum-computing
Quantum Simulation of Fusion Kinetics and Materials, Honestly: 5-Qubit Landau Damping, ADAPT-VQE at Chemical Accuracy, and the Resource Frontier
Authors: Ford, P I
Summary
Quantum computing for fusion, with honest resource estimates. Landau damping reproduced on a five-qubit Hamiltonian-simulation circuit; ADAPT-VQE at chemical accuracy on the candidate fusion-alloy fragments; and a resource frontier separating the tractable linear kinetic operator (early… See the full description on the dataset page: https://huggingface.co/datasets/KrononosFE/kronos-2026-2-8-quantum-computing.kronos-2026-2-28-tensor-network-solver
The Tensor-Network Kinetic Solver - Classical, Deployable Today
Authors: Ford, P. I.
Summary
The kinetic distribution function is highly compressible in a low-rank tensor-network representation, and that yields a practical classical solver, not a storage trick. On a 1D1V BGK test, a matrix-product-state truncation reaches relative-L² error 2×10−⁴ at rank 8 using ~0.19× the dense storage, with the error falling exponentially in rank. Unlike the… See the full description on the dataset page: https://huggingface.co/datasets/KrononosFE/kronos-2026-2-28-tensor-network-solver.kronos-2026-2-37-maturity-gated-actuation
Maturity-Gated Actuation Authority - Trust Earned by Evidence
Authors: Ford, P. I.
Summary
A control-governance principle that makes trust quantitative: the actuation authority a controller or AI is permitted at runtime is a monotone function of the verification-and-validation maturity (PCMM level) of the underlying models. Machine-validated subsystems admit wide, fast authority; reduced-order ones are clamped to reversible actions — an auditable rule where… See the full description on the dataset page: https://huggingface.co/datasets/KrononosFE/kronos-2026-2-37-maturity-gated-actuation.kronos-2026-2-38-mlip-discovery-pipeline
The Materials-Discovery Pipeline - Activation as a First-Class Filter
Authors: Ford, P. I.
Summary
The method behind the low-activation alloy family: a three-stage GPU pipeline — a universal ML interatomic potential (CHGNet) screens thousands of compositions by formation energy, density-functional theory confirms the survivors, and an activation-transport down-select (OpenMC→FISPACT) rejects any whose waste class or decay heat is unacceptable. The novelty is… See the full description on the dataset page: https://huggingface.co/datasets/KrononosFE/kronos-2026-2-38-mlip-discovery-pipeline.kronos-2026-2-7-cbf-safety-clamp
A Control-Barrier-Certified Zero-Escape Safety Clamp for a Compact Spherical-Tokamak Breeder
Authors: Ford, P I
Summary
A deterministic, control-barrier-certified safety clamp providing a provable zero-escape guarantee for the compact spherical-tokamak breeder operating envelope. A robust, disturbance-tightened control-barrier-function filter with a closed-form separable solution wraps an arbitrary controller: zero of 5000 Monte-Carlo trajectories escape the safe… See the full description on the dataset page: https://huggingface.co/datasets/KrononosFE/kronos-2026-2-7-cbf-safety-clamp.finMME_procTemporal_ConversationThis dataset contains various dialogues which contain some temporal sense within them.
It is derived from the TIMEDIAL dataset.
Images-RAGfinMME_embed