Search results

Publication date Communities Collections Article title Author(s) Journal/Conference
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
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
23 May 2025 SERC Institute for Infocomm Research From ML to LLM: Evaluating the Robustness of Phishing Webpage Detection Models against Adversarial Attacks Aditya Kulkarni, Vivek Balachandran, Dinil Mon Divakaran, Tamal Das Digital Threats: Research and Practice
4 Apr 2025 BMRC Skin Research Lab Advancing clinical diagnostics: the potential of analytical Raman spectroscopy in oncology, dermatology, and diabetes Rabia’tul A’dawiah, Alicia Ann May Yap, Poongkulali Rajarahm, Songhua Zheng, Ruochong Zhang, Yi Qi, Dinish U.S., Wenyi Xu, Ghayathri Balasundaram, Malini Olivo, Renzhe Bi Applied Spectroscopy Reviews
3 Apr 2025 BMRC Singapore Institute of Food and Biotechnology Innovation Early obesity risk prediction via non‐dietary lifestyle factors using machine learning approaches Ker Ming Seaw, Melvin Khee Shing Leow, Xinyan BI Clinical Obesity
6 Mar 2025 BMRC Singapore Institute of Food and Biotechnology Innovation Multi-objective Bayesian optimisation on the textural properties of plant-based meat analogues through high-moisture extrusion Alicia THENG, Madhavkrishnan Lakshminarayanan, Dayna Shu Min Ong, Xin Yi Hua, Chuan Sheng Foo, Edwin Khoo, Jie Hong Chiang Journal of Food Engineering
4 Mar 2025 BMRC A*STAR Skin Research Labs Machine learning aided UV absorbance spectroscopy for microbial contamination in cell therapy products Shruthi Pandi Chelvam, Alice Jie Ying Ng, Jiayi Huang, Elizabeth Lee, Maciej Baranski, Derrick Yong, Rohan B. H. Williams, Stacy L. Springs, Rajeev J. Ram Scientific Reports
13 Feb 2025 SERC Institute of Materials Research & Engineering Empowering nanophotonic applications via artificial intelligence: pathways, progress, and prospects Wei Chen, Shuya Yang, Yiming Yan, Yuan Gao, Jinfeng Zhu, Zhaogang Dong Nanophotonics
5 Feb 2025 SERC Advanced Remanufacturing and Technology Centre  Audio-visual cross-modality knowledge transfer for machine learning-based in-situ monitoring in laser additive manufacturing Jiarui Xie, Mutahar Safdar, Lequn Chen, Seung Ki Moon, Yaoyao Fiona Zhao Additive Manufacturing