2 papers
cs.CV2025
AutoMat: Enabling Automated Crystal Structure Reconstruction from Microscopy via Agentic Tool Use
Yaotian Yang, Yiwen Tang, Yizhe Chen +14
Reconstructing atomistic crystal structures from a single noisy STEM projection is an ill-posed inverse problem: multiple lattices can explain similar contrast, and purely feed-for…
cs.LG2025
MatWheel: Addressing Data Scarcity in Materials Science Through Synthetic Data
Wentao Li, Yizhe Chen, Jiangjie Qiu +1
Data scarcity and the high cost of annotation have long been persistent challenges in the field of materials science. Inspired by its potential in other fields like computer vision…