datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Par-Four-Fineweb-Edu-Fortified-Chemistry-Physics-Astronomy-Math-ReasonExtracted Chemistry Physics Asronomy Math and Logic portions from the original.
Script used for the extraction:
https://huggingface.co/datasets/Josephgflowers/Par-Four-Fineweb-Edu-Fortified-Chemistry-Physics-Astronomy-Math-Reason/resolve/main/find-science-fine.py
NCERT_Chemistry_11thNCERT_Chemistry_12thfusion-msr-corrosion-failure-horizon-and-chemistry-routing-v0.1
Dataset goal
Forecast when corrosion drift becomes structural failure riskand route the correct chemistry and operational intervention.
Required outputs
projected failure horizon
failure horizon band
primary risk driver
chemistry control action
maintenance action
What it tests
Whether a model can move beyond drift detectionand determine:
how long until failurewhat is driving itwhat intervention stabilizes the system
Why it matters… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/fusion-msr-corrosion-failure-horizon-and-chemistry-routing-v0.1.fusion-msr-redox-chemistry-corrosion-coherence-baseline-mapping-v0.1
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 astable regime.
What this dataset tests
Whether a system can infer:
baseline_coherence_index
expected corrosion rate band
redox stability band
chemistry balance… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/fusion-msr-redox-chemistry-corrosion-coherence-baseline-mapping-v0.1.