ClarusC64/fusion-divertor-heat-flux-failure-horizon-and-control-routing-v0.1
What this dataset tests Failure horizon reasoning for divertor protection. The system can be “nearly detached” while the heat flux margin collapses. This dataset forces the model to do two things. Predict time-to-limit. Route the right control action. Inputs upstream_temp_kevupstream_density_1e19m3upstream_power_to_sol_mwstrike_point_location_mm divertor_target_temp_cdivertor_leg_density_1e19m3neutral_pressure_paradiation_fraction… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/fusion-divertor-heat-flux-failure-horizon-and-control-routing-v0.1.
What this dataset tests
Failure horizon reasoning for divertor protection.
The system can be “nearly detached” while the heat flux margin collapses.
This dataset forces the model to do two things.
Predict time-to-limit.
Route the right control action.
Inputs
upstreamtempkev upstreamdensity1e19m3 upstreampowertosolmw strikepointlocation_mm
divertortargettempc divertorlegdensity1e19m3 neutralpressurepa radiation_fraction
detachmentindicator0to1 coherencescore0to1
peakheatfluxmwm2 heatfluxlimitmwm2 baselineexpectedheatfluxmw_m2
deltaneutralpressurepa deltaradiationfraction deltastrikepointmm
Required output
Return JSON
failurehorizons recommendedcontrolaction controlpriority confidence0to1 rationale
Example { "failurehorizons": 22, "recommendedcontrolaction": "increasegaspuff", "controlpriority": "immediate", "confidence0to1": 0.76, "rationale": "Neutral pressure falling and detachment weakening; heat flux margin compressing. Increase gas puff to stabilize detachment before reattachment spike." }
Allowed actions
hold increasegaspuff raiseimpurityseeding reduceimpurityseeding movestrikepoint stabilizepufffeedback triggerpowercut
Priority meaning
monitor high immediate emergency
Version
v0.1