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Publication date Communities Collections Article title Author(s) Journal/Conference
24 Feb 2026 SERC Institute of Materials Research and Engineering Anomalyspy: A Generative Defect Localization in Semiconductor Packages, with X-Ray Microscopy (Pending publish) Riko I Made, Pawan Kumar, Pablo Quijano Velasco, Ng Chee Koon, Leong Chang Jie 2025 IEEE 27th Electronics Packaging Technology Conference (EPTC)
1 Feb 2026 SERC Institute for Infocomm Research ThinkEval: Practical Evaluation of Knowledge Leakage in LLM Editing using Thought-based Knowledge Graphs Manit Baser, Dinil Mon Divakaran, Mohan Gurusamy Transactions on Machine Learning Research
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
16 Dec 2025 SERC Institute of High Performance Computing  Discovery of Effective Halide Solid Electrolytes for Solid-State Rechargeable Batteries via Machine Learning and DFT Calculations Li Yan Anthony Choong, Zhong Chen, Man-Fai Ng ACS Applied Energy Materials
22 Sep 2025 SERC Institute of Sustainability for Chemicals, Energy and Environment Influence of Processing and Stabilizer Selection on Microstructure, Stability and Rheology of Emulsion-Based Semisolid Formulations Ruochen Yang, Xin Yi Tee, Sendhil Kumar Poornachary, Elena Simone, Pui Shan Chow Pharmaceutics
11 Sep 2025 SERC Singapore Institute of Manufacturing Technology Towards intelligent defect detection in metal powder bed fusion: A review of in situ monitoring, data pre-processing, and machine learning Pan Wang, Zicheng Wu, Jason Jyi Sheuan Ten, Jiazhao Huang, Mui Ling Sharon Nai Materials Science and Engineering: R: Reports
12 Jul 2025 SERC Institute of Materials Research and Engineering Artificial Intelligence and Generative Models for Materials Discovery: A Review Riko I Made, Albertus Denny Handoko World Scientific Annual Review of Functional Materials
10 Jul 2025 BMRC Bioinformatics Institute Epi4Ab: a data-driven prediction model of conformational epitopes for specific antibody VH/VL families and CDRs sequences Nhan Dinh Tran, Krithika Subramani, Chinh Tran-To Su mAbs
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
11 Jun 2025 SERC Institute for Infocomm Research FETA: A systematic and efficient approach for feature engineering on anti-static and anti-dynamic malware analysis Dima Rabadi, Jia Y. Loo, Amudha Narayanan, Yuexuan Wang, Sin G. Teo, Tram Truong-Huu Journal of Information Security and Applications