Data and code for: Chemical degradation and heat loss in aerogel foam concrete envelopes: a thermal severity index, value-of-information analysis and the identifiability limit of dynamic speckle monitoring

This package contains the input data, model parameters, simulation code, and generated results for the study: "Chemical degradation and heat loss in aerogel foam concrete envelopes: a thermal severity index, value-of-information analysis and the identifiability limit of dynamic speckle monitoring." ### OverviewThe study reports no new experimental measurements. Its kinetic input is the specimen-level gravimetric record of aerogel foam concrete (AFC) published by Jamali et al. (2025). All computed results, figures, and tables in the article are generated directly by the scripts included in this package. Random seeds are fixed to ensure full reproducibility. ### Package Contents- data/specimen_masses_Jamali2025.csv: Gravimetric record of the 5 AFC specimens.- data/model_parameters.csv: Baseline parameter values and prior ranges for uncertainty analysis.- *.py: Full suite of kinetic inversion, thermal conductivity, wall transient solver, speckle simulation, and Sobol sensitivity scripts.- results/: Intermediate and final JSON / NPZ output files.- figures/: Output figures (PNG / TIFF).- requirements.txt: Python library dependencies. ### Environment & Execution- Software: Python 3.11 (tested with numpy, scipy, matplotlib, SALib).- Run sequence: Execute scripts sequentially from step 1 (python base_runs.py) to step 9 (python values.py) as detailed in the README. ### Licenses- Code (*.py): MIT License- Data, parameters, and generated results: Creative Commons Attribution 4.0 International (CC-BY-4.0)- Specimen mass raw values from Jamali et al. (2025): Distributed under CC BY-NC-SA 4.0