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Publication date Communities Collections Article title Author(s) Journal/Conference
1 Mar 2026 SERC Institute of High Performance Computing  Single-Domain Generalization via Path Flatness-Aware Optimization of Loss Landscapes Zizhou Wang, Yan Wang, Yangqin Feng, Jiawei Du, Joey Tianyi Zhou, Rick Siow Mong Goh, Yong Liu, Liangli Zhen IEEE Transactions on Neural Networks and Learning Systems
11 Feb 2026 SERC Institute of Materials Research and Engineering Machine learning and first-principles guided design of BaTiO3-based materials for capacitor applications Chong Guo, Kailing Fang, Haojie Yue, Kun Guo, Ziliang Deng, Zhichao Gong, Kang Li, Huacheng Zhang, Zhiyong Liu, Bing Xie, Pu Mao, Chee Kiang Ivan Tan, Kui Yao, Francis Eng Hock Tay Journal of Applied Physics
19 Dec 2025 SERC Institute of Materials Research and Engineering Machine learning-accelerated screening of all-inorganic perovskites for tandem solar cells Chong Guo, Kun Guo, Ziliang Deng, Huacheng Zhang, Kang Li, Zhiyong Liu, Bing Xie, Pu Mao, Chee Kiang Ivan Tan, Kui Yao, Francis Eng Hock Tay Materials Today Energy
22 Oct 2025 SERC Institute of High Performance Computing  History-Aware and Dynamic Client Contribution in Federated Learning (Pending publish) Bishwamittra Ghosh, Debabrota Basu, Huazhu Fu, Yuan Wang, Renuga Kanagavelu, Jin Peng Jiang, Yong Liu, Rick Siow Mong Goh, Qingsong Wei The 28th European Conference on Artificial Intelligence(ECAI 2025)
7 Aug 2025 SERC Institute of High Performance Computing  Improving Learning of New Diseases Through Knowledge-Enhanced Initialization for Federated Adapter Tuning (Pending publish) Danni Peng, Yuan Wang, Kangning Cai, Peiyan Ning, Jiming Xu, Yong Liu, Rick Siow Mong Goh, Qingsong Wei, Huazhu Fu IEEE Transactions on Medical Imaging
20 Jun 2025 SERC Institute of Materials Research and Engineering Prediction of ABX3 Perovskite Formation Energy Using Machine Learning Ziliang Deng, Kailing Fang, Chong Guo, Zhichao Gong, Haojie Yue, Huacheng Zhang, Kang Li, Kun Guo, Zhiyong Liu, Bing Xie, Jinshan Lu, Kui Yao, Francis Eng Hock Tay Materials
20 May 2025 SERC Institute of High Performance Computing  Vision transformer-based stratification of pre/diabetic and pre/hypertensive patients from retinal photographs for 3PM applications Krithi Pushpanathan, Yang Bai, Xiaofeng Lei, Jocelyn Hui Lin Goh, Can Can Xue, Samantha Min Er Yew, Miaoli Chee, Ten Cheer Quek, Qingsheng Peng, Zhi Da Soh, Marco Chak Yan Yu, Jun Zhou, Yaxing Wang, Jost B. Jonas, Xiaofei Wang, Xueling Sim, E. Shyong Tai, Charumathi Sabanayagam, Rick Siow Mong Goh, Yong Liu, Ching-Yu Cheng, Yih-Chung Tham EPMA Journal
23 Apr 2025 SERC Institute of High Performance Computing  On the nonlinear dynamic performance of a novel bistability-driven soft robot Jie Liu, Dezheng Jiang, Zhiyong Li, Junfeng He, Linjie Jian, Hongxin Wang, Guilin Wen, Zhen-Pei Wang, Yi Min Xie Advances in Engineering Software
12 Apr 2025 SERC Institute of Materials Research and Engineering The mechanism of weakly coupled relaxor ferroelectric properties in Dy-doped BCT ceramics: Insights from first-principles calculations Kang Li, Haojie Yue, Zhichao Gong, Kun Guo, Zhiyong Liu, Bing Xie, Pu Mao, Kui Yao, Francis Eng Hock Tay Ceramics International
9 Jan 2025 SERC Institute of Materials Research and Engineering Investigation of structural, electronic, and optical properties of Er-doped KNN system based on first-principles calculations Zhichao Gong, Haojie Yue, Kailing Fang, Kun Guo, Bing Xie, Zhiyong Liu, Pu Mao, Jinshan Lu, Kui Yao, Francis Eng Hock Tay Journal of Electroceramics