2 papers
cs.CV2026
PolyCrysDiff: Controllable Generation of Three-Dimensional Computable Polycrystalline Material Structures
Chi Chen, Tianle Jiang, Xiaodong Wei +1
The three-dimensional (3D) microstructures of polycrystalline materials exert a critical influence on their mechanical and physical properties. Realistic, controllable construction…
cs.CV2026
Physics Informed Generative AI Enabling Labour Free Segmentation For Microscopy Analysis
Salma Zahran, Zhou Ao, Zhengyang Zhang +3
Semantic segmentation of microscopy images is a critical task for high-throughput materials characterisation, yet its automation is severely constrained by the prohibitive cost, su…