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Publication date Communities Collections Article title Author(s) Journal/Conference
17 Jul 2025 SERC Singapore Institute of Manufacturing Technology Waste-to-Resource Database Construction for Industrial Symbiosis Using Large Language Models Lan Zhao, Yajuan Sun, Gaoxi Xiao Procedia CIRP
17 Jul 2025 SERC Singapore Institute of Manufacturing Technology E-waste Collection and Recycling Behaviours: An Agent-Based Model for Intervention Assessment in Singapore Quoc Khanh Tran, Lan Zhao, Yajuan Sun, Gaoxi Xiao, Zhiquan Yeo, Chuan Fu Tan Procedia CIRP
15 May 2025 SERC Singapore Institute of Manufacturing Technology A novel machine learning-based method for identifying Industrial Symbiosis opportunities Lan Zhao, Yajuan Sun, Gaoxi Xiao Journal of Cleaner Production
11 Apr 2025 SERC Singapore Institute of Manufacturing Technology Urban–industrial symbiosis recommendation platform for urban factories: Leveraging historical exchange patterns through feature analysis for real‐world applications Philipp Grimmel, Jan Felix Niemeyer, Chuan Fu Tan, Yajuan Sun, Yang Zhao, Nils Schöling, Zhiquan Yeo, Mark Mennenga, Vanessa Miriam Carlow, Christoph Herrmann Journal of Industrial Ecology
4 Feb 2025 SERC Singapore Institute of Manufacturing Technology A Unified Framework to Classify Business Activities into International Standard Industrial Classification through Large Language Models for Circular Economy Xiang Li, Lan Zhao, Junhao Ren, Yajuan Sun, Chuan Fu Tan, Zhiquan Yeo, Gaoxi Xiao 2024 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)
3 Feb 2025 SERC Singapore Institute of Manufacturing Technology Machine learning-based multi-objective optimization framework for industrial black nickel electroplating Junhao Ren, Qiyu Kang, Shuo Feng, Yajuan Sun, Yong Teck Tan, Gaoxi Xiao Journal of Intelligent Manufacturing
13 Nov 2024 SERC Singapore Institute of Manufacturing Technology Machine learning approach for process optimization of black nickel electroplating Yajuan Sun, Yong Teck Tan, Yang Zhao, Aaron Zhi Hao Teo, Yujie Zhou, Joseph Kee Seng Wong The International Journal of Advanced Manufacturing Technology
16 Mar 2023 SERC Singapore Institute of Manufacturing Technology Class-Incremental Learning via Knowledge Amalgamation Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan Sun Lecture Notes in Computer Science