Dr. Yilin Liu, Assistant Professor at the School of Human Settlements and Civil Engineering, Xi'an Jiaotong University, earned her Ph.D. from the same university and was selected for the "Xi'an Jiaotong University Outstanding Young Talent Support Program." She has long been dedicated to interdisciplinary research on membrane separation technology in environmental thermal-humidity regulation, establishing a multi-scale research framework spanning "microscopic mechanisms – meso/macroscopic transport – performance optimization." Dr. Liu has led seven major vertical research projects, including National Natural Science Foundation of China, Postdoctoral Science Foundation of China (Special Funding, General Funding), and Shaanxi Postdoctoral Science Foundation. Her related research results have been published in over 30 SCI/EI-indexed papers in authoritative journals such as Desalination, Applied Energy, Energy, and Separation and Purification Technology. Among these, with an h-index of 12 and a total citation count of nearly 400.