language:
- en
license: mit
pretty_name: Fusion TBR Breeder–Extraction Decoupling Drift Detection v0.1
dataset_name: fusion-tbr-breeder-extraction-decoupling-drift-detection-v0.1
tags:
- clarusc64
- fusion
- tritium
- breeding-blanket
- extraction
- drift-detection
task_categories:
- tabular-regression
- tabular-classification
size_categories:
- 1K<n<10K
configs:
- config_name: default
data_files:
- split: train
path: data/train.csv
- split: test
path: data/test.csv
Dataset goal
Detect when breeder depletion state stops predicting extraction performance.
This is the quiet failure mode:
breeder inventory looks adequate
neutron conditions look nominal
observed TBR slides because extraction decouples
Required outputs
drift_gradient
decoherence_score
decoupling_flag
Optional classification
primary_decoupling_mode
none
transport_delay
extraction_drop
inventory_trap
mixed
Typical decoupling patterns
extraction_drop extraction efficiency falls faster than depletion would predict
inventory_trap lithium inventory declines and helium rises but extraction does not track generated tritium
transport_delay generated and extracted remain close but timing lag grows and coherence weakens
Use cases
blanket operations and fuel-cycle monitoring
tritium plant tuning and de-trapping cycles
early warning before TBR drops below self-sufficiency