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Publication date Communities Collections Article title Author(s) Journal/Conference
29 Jul 2026 SERC Institute of Sustainability for Chemicals, Energy and Environment High‐Throughput Screening of Flavan‐3‐Ol Antioxidants Through DFT‐Guided Machine Learning (Pending publish) Zicong Marvin Wong, Ying Sin Koo, Yee Hwee Lim, Dillon W. P. Tay, Shi Jun Ang International Journal of Quantum Chemistry
23 Apr 2026 SERC Institute of High Performance Computing  Mitigating Mismatch within Reference-based Preference Optimization Suqin Yuan, Xingrui Yu, Jiyang Zheng, Lei Feng, Dadong Wang, Ivor Tsang, Tongliang Liu International Conference on Learning Representations 2026
21 Apr 2026 SERC Advanced Remanufacturing and Technology Centre  Characterisation and dripping anomaly detection in co-axial wire laser-directed energy deposition using acoustic emission Yuxuan Xie, Lequn Chen, Zichen Wang, Xian Wu, Peng Chen, Darren Wei Wen Low, Youxiang Chew, A. Senthil Kumar Virtual and Physical Prototyping
7 Apr 2026 SERC Institute for Infocomm Research Predicting Depressive Relapse in Patients with Major Depressive Disorder Using AI from Smartphone Behavioral Data Brian Premchand, Neeraj Kothari, Isabelle Q. Tay, Kunal Shah, Yee Ming Mok, Jonathan Han Loong Kuek, Wee Onn Lim, Kai Keng Ang Applied Sciences
24 Feb 2026 SERC Institute of Materials Research and Engineering Anomalyspy: A Generative Defect Localization in Semiconductor Packages, with X-Ray Microscopy 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
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
21 Aug 2025 SERC Institute of High Performance Computing  Breaking scaling relations in AgAuCuPdPt high-entropy alloy nanoparticles for CO2 electroreduction via machine learning Juan Manuel Arce-Ramos, Quang Thang Trinh, Zicong Marvin Wong, Ben Wang, Benjamin W. J. Chen, Jia Zhang, Teck Leong Tan Materials Horizons