A Deep Learning Framework for Predicting Ceramic Viscosity during Sintering

doi:10.1016/j.ijmecsci.2025.111067

A Deep Learning Framework for Predicting Ceramic Viscosity during Sintering

2025-11-26

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DOI：10.1016/j.ijmecsci.2025.111067

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• Develop a viscosity homogenization method for heterogeneous ceramics. • Achieve rapid, accurate viscosity prediction using a CNN-based deep learning model. • Propose a framework enabling efficient multiscale modeling of sintering of multilayered ceramic.

A Deep Learning Framework for Predicting Ceramic Viscosity during Sintering

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