utf-8 2025-05-18 00:30:07 2025-05-18 00:30:07 2023-12-28 2023-12-22 2023-12-07 2023-11-21 2023-11-13 2023-10-16 2023-09-13 2023-09-08 While freeze-casting for bioinspired porous materials holds immense real-world application potential, the current design-to-fabrication process is still complex and fraught with uncertainties. Assistant Professor Chi-Hua Yu of the Department of Engineering Science at National Cheng Kung University has led a research team that successfully used deep learning models to predict the generative process and design the ice crystal structure in freeze-casting. Published in Advance Science in May, this research not only minimizes the labor and time costs involved in the design and fabrication process, but also enhances the success rate to pave the way for innovative material design. 《Advanced Science: Deep Learning Model to Predict Ice Crystal Growth.》 ]]> 2023-06-21 2023-06-01 2023-04-14 2023-04-14 2023-03-24 2023-02-22 2023-02-18 2023-02-14 2023-01-11