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Yilin Liu

3 papers indexed

crossrefBuildings2026-07-24

Machine Learning-Assisted Prediction of Water Vapor Permeability in Polymer Membranes for Humidity Control and Gas Dehydration

Ziyao Li, Yilin Liu, Ruiting Wu, Yanhui Zou, Liwen Jin

Efficient water vapor removal is important for both building humidity control and industrial gas dehydration, where operating conditions may span broader temperature and pressure ranges. Driven by a pressure gradient, membrane-based dehumidification has emerged as an energy-effic…

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crossrefLand2025-11-26

Nonlinear and Spatially Varying Impacts of Natural and Socioeconomic Factors on Multidimensional Human Health: A Geographically Weighted Machine Learning Approach

Yilin Liu, Zegui He, Lumeng Liu, Hong Wang

Ensuring healthy lives is both crucial for residents’ quality of life and a core objective of the Sustainable Development Goals. While numerous studies have examined the drivers of human health, few have distinguished between average health and extreme health outcomes. Moreover,…

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