Lijun Liang

机构：Guangdong Medical College, Mianyang Central Hospital, Dongguan People’s Hospital, Ningxia Medical University, Ningxia Medical University General Hospital, Hangzhou Dianzi University · ORCID：0000-0003-3753-1107

发表论文 231 篇 · 总被引 4368 次 · h-index 37

代表论文

• A smart framework to design membranes for organic micropollutants removal (2025 · Nature Sustainability · 被引 46)
• Machine learning in membrane science: Bridging materials, structures, and performance for next-generation membrane design (2025 · Separation and Purification Technology · 被引 15)
• A physics-informed machine learning framework for understanding the rejection mechanism of hydrophilic micropollutants in polyamide membranes (2025 · Journal of Membrane Science · 被引 14)
• Design of High-Performance MXene-Based 2D Membranes for Desalination via Machine Learning and Hybrid Optimization Algorithms (2025 · ACS Applied Materials & Interfaces · 被引 11)
• Doctor-blading-assisted interfacial polymerization for green and scalable polyamide membrane fabrication (2025 · Nature Communications · 被引 6)
• Tumor exosome-based drug delivery system targeting ferroptosis and apoptosis for glioblastoma therapy (2025 · Colloids and Surfaces B Biointerfaces · 被引 6)