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Composites Autoclave Processing Dataset

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arXiv2025-09-30 收录
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https://github.com/miladramzy/SequentialMetaTransferPINNs
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资源简介:
该数据集包含了一种复合材料的复杂固化配方,其中涉及两个等温保持阶段,用于研究在固化过程中温度和固化度(DoC)的变化。此外,该数据集被用于评估物理信息神经网络(PINNs)在捕捉复合材料固化过程中复杂行为方面的性能。任务目标是预测复合材料在固化过程中的温度和固化度。

This dataset contains the complex curing formulation for a composite material, which involves two isothermal holding stages, and is used to investigate the variations of temperature and Degree of Cure (DoC) during the curing process. Additionally, this dataset is employed to evaluate the performance of Physics-Informed Neural Networks (PINNs) in capturing the complex behaviors during the composite curing process. The task objective is to predict the temperature and Degree of Cure (DoC) of the composite material during its curing procedure.
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