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the expert models over time, addressing leakage-free training through rolling-origin protocols andthepropagation of predictive uncertainty.Task 4: Validation, benchmarking, and dissemination. Evaluate
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of experimental and/or simulation data, the development of predictive models linking cellular responses to the properties of the surrounding environment, and the implementation of explainable AI approaches
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models for the fire resistance of LSF walls, including the development of machine learning models, experimental testing, and numerical simulations, within the project “FireLSF – Development of Predictive
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