TY - RPRT TI - A machine learning approach to robustly determine director fields and analyze defects in active nematics AU - Li, Yunrui AU - Zarei, Zahra AU - Tran, Phu N. AU - Wang, Yifei AU - Baskaran, Aparna AU - Fraden, Seth AU - Hagan, Michael F. AU - Hong, Pengyu PY - 2024 DO - 10.1039/d3sm01253k UR - https://www.osti.gov/biblio/2287709 ID - 2287709 ER -