2026-10-14T08:07:17Z https://www.scidb.cn/oai

10.57760/sciencedb.42166 2026-07-08T20:36:02Z

2026-07-08 Source Data and Code for Aerosol Pool Scrubbing Prediction in Nuclear-Energy Source-Term Assessment doi:10.57760/sciencedb.42166 en This dataset provides the source data and cleaned code package associated with the manuscript “Correctable Physics-Prior Transformer for Aerosol Pool Scrubbing Prediction in Nuclear-Energy Source-Term Assessment”. The dataset includes the source-data workbook, the cleaned Python code package, and model-output files that are consistent with the final manuscript results.The source-data workbook contains compiled aerosol pool-scrubbing data from public literature, condition-level sample information, model-performance metrics, prediction results, loss histories, stage-closure outputs, source-stratified errors, trend-figure source data, rate-correction diagnostics, and node-response results. The code package includes scripts for data construction, physics-prior calibration, CPP-Transformer model training and comparison, final result assembly, and selected figure reproduction.This dataset supports the reproducibility and verification of the manuscript results related to correctable physical priors, stage-wise survival-product closure, efficiency-to-rate conversion, physics-prior correction, and small-sample multi-source prediction of aerosol pool scrubbing. The deposited files correspond to the final manuscript version rather than intermediate development versions. aerosol pool scrubbing; nuclear energy safety; source-term assessment; physical prior; Transformer; decontamination factor; machine learning PengZhiwen PUBLIC https://creativecommons.org/licenses/by/4.0/ dataset Science Data Bank