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Publication date Communities Collections Article title Author(s) Journal/Conference
21 Mar 2026 SERC Institute of High Performance Computing  Understanding spatial variability in mechanical properties of laser powder-bed fusion parts under material uncertainty (Pending publish) Umesh Kizhakkinan, Jakub Mikula, Shemuel Joash Kuehsamy, Yingzhi Zeng, Kewu Bai, Robert Laskowski, Nagarajan Raghavan, Guglielmo Vastola, Yong-Wei Zhang The International Journal of Advanced Manufacturing Technology
20 Jan 2025 SERC Singapore Institute of Manufacturing Technology Review of mathematical programming models for energy-based industrial symbiosis networks La Verne Ramir D.T. Certeza, Aloisius Rabata Purnama, Aniq Ahsan, Jonathan S.C. Low, Wen F. Lu Renewable and Sustainable Energy Reviews
27 Jul 2024 SERC Institute for Infocomm Research Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Unsupervised Domain Adaptation Dapeng Hu, Jian Liang, Xinchao Wang, Chuan-Sheng Foo International Conference on Machine Learning
25 Jun 2024 SERC Institute for Infocomm Research Bounded Gaussian process with multiple outputs and ensemble combination Jeremy H. M. Wong, Huayun Zhang, Nancy F. Chen IEEE CAI
20 Dec 2023 SERC Institute for Infocomm Research MULTIPLE OUTPUT SAMPLES PER INPUT IN A SINGLE-OUTPUT GAUSSIAN PROCESS Jeremy Wong, Huayun Zhang, Nancy Chen Symposium for Celebrating 40 Years of Bayesian Learning in Speech and Language Processing and Beyond
19 May 2023 SERC Institute of Sustainability for Chemicals, Energy and Environment 67 million natural product-like compound database generated via molecular language processing Dillon W. P. Tay, Naythan Z. X. Yeo, Krishnan Adaikkappan, Yee Hwee Lim, Shi Jun Ang Scientific Data
8 Dec 2020 SERC Institute for Infocomm Research Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy Chen The 28th International Conference on Computational Linguistics (COLING 2020)
27 Aug 2020 SERC Institute for Infocomm Research Deeply Supervised Active Learning for Finger Bones Segmentation Ziyuan Zhao, Xiaoyan Yang, Bharadwaj Veeravalli, Zeng Zeng 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
7 Feb 2020 SERC Institute for Infocomm Research Uncertainty Characterization for Predictive Analytics with Clinical Time Series Data Yang Guo, Zhengyuan Liu, Savitha Ramasamy, Pavitra Krishnaswamy 34th AAAI Conference on Artificial Intelligence (AAAI-20) W3PHIAI-20 Workshop