3 papers
q-bio.NC2025
Predicting Brain Morphogenesis via Physics-Transfer Learning
Yingjie Zhao, Yicheng Song, Fan Xu +1
Brain morphology is shaped by genetic and mechanical factors and is linked to biological development and diseases. Its fractal-like features, regional anisotropy, and complex curva…
cs.LG2025
Neural Network Modeling of Microstructure Complexity Using Digital Libraries
Yingjie Zhao, Zhiping Xu
Microstructure evolution in matter is often modeled numerically using field or level-set solvers, mirroring the dual representation of spatiotemporal complexity in terms of pixel o…
cond-mat.mtrl-sci2025
Discovering High-Strength Alloys via Physics-Transfer Learning
Yingjie Zhao, Hongbo Zhou, Zian Zhang +4
Predicting the strength of materials requires considering various length and time scales, striking a balance between accuracy and efficiency. Peierls stress measures material stren…