TY - RPRT TI - Nondestructive In Operando Imaging of Thin Film Composite Membrane Compaction Enhanced by AI-Based Segmentation AU - Wu, Jishan [Rice University] AU - Suleiman, Yara [University of Connecticut] AU - He, Jinlong [Sichuan University] AU - Xiao, Minhao [University of California Los Angeles] AU - Mahyari, Parisa [University of Connecticut] AU - Li, Mingzhe [Rice University] AU - Zhou, Lin [Rice University] AU - Chen, Yuanmiaoliang [Rice University] AU - Fan, Hanqing [Rice University] AU - Sreejith, N. A. [National Renewable Energy Lab., Golden, CO (United States)] AU - Sitaraman, Hariswaran [National Renewable Energy Lab., Golden, CO (United States)] AU - Day, Marc [National Renewable Energy Lab., Golden, CO (United States)] (ORCID:0000000217113963) AU - Li, Ying [University of Wisconsin-Madison] AU - McCutcheon, Jeffrey [University of Connecticut] AU - Elimelech, Menachem [Rice University] AU - Shahbazmohamadi, Sina [University of Connecticut] AU - Hoek, Eric [Lawrence Berkeley National Laboratory; University of California Los Angeles] PY - 2025 DO - 10.1021/acs.estlett.5c00529 UR - https://www.osti.gov/biblio/2586754 ID - 2586754 ER -