---
language:
- en
license: mit
pretty_name: MSR Redox-Chemistry-Corrosion Coherence Baseline Mapping v0.1
dataset_name: msr-redox-chemistry-corrosion-coherence-baseline-mapping-v0.1
tags:
- clarusc64
- nuclear
- msr
- materials
- corrosion
- coherence
task_categories:
- 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

Map the stable coherence relationship between molten-salt redox potential,  
fission-product load, and structural alloy corrosion rate.

The dataset defines the **baseline coherence basin** for molten-salt reactor operation.  
It allows models to recognize when chemistry and materials behavior remain in a  
stable regime.

## What this dataset tests

Whether a system can infer:

- baseline_coherence_index  
- expected corrosion rate band  
- redox stability band  
- chemistry balance state  

from reactor chemistry and materials signals.

## Why it matters

Molten-salt systems fail when chemistry and corrosion decouple.  
Failure is rarely triggered by a single threshold.  
It emerges from gradual loss of coherence between:

- redox control  
- fission product chemistry  
- alloy response  

This dataset establishes the stable reference manifold used by later  
drift-detection and failure-horizon datasets in the series.

## Use case

Foundation layer of the MSR corrosion-coherence trinity:

1. Baseline mapping  
2. Drift detection  
3. Failure horizon routing