Designing architectured ceramics for transient thermal applications using finite element and deep learning

• Main Authors: Kiyani, Elham, Sarvestani, Hamidreza Yazdani, Ravanbakhsh, Hossein, Behbahani, Razyeh, Ashrafi, Behnam, Rahmat, Meysam, Karttunen, Mikko
• Format: Journal Article
• Language: English
• Published: 19.05.2023
• Subjects: Computer Science - Computational Engineering, Finance, and Science

Topologically interlocking architectures can generate tough ceramics with attractive thermo-mechanical properties. This concept can make the material design pathway a challenging task, since modeling the whole design space is neither effective nor feasible. We propose an approach to design high-perf...