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Publication date Communities Collections Article title Author(s) Journal/Conference
5 Feb 2026 SERC Institute of High Performance Computing  PINEAPPLE: Physics-informed neuro-evolution algorithm for prognostic parameter inference in lithium-ion battery electrodes (Pending publish) Karkulali Pugalenthi, Jian Cheng Wong, Qizheng Yang, Pao-Hsiung Chiu, My Ha Dao, Nagarajan Raghavan, Chin Chun Ooi Journal of Energy Storage
5 Jan 2026 SERC Institute of High Performance Computing  Evolutionary Optimization of Physics-Informed Neural Networks: Advancing Generalizability by the Baldwin Effect Jian Cheng Wong, Chin Chun Ooi, Abhishek Gupta, Pao-Hsiung Chiu, Joshua Shao Zheng Low, My Ha Dao, Yew-Soon Ong IEEE Transactions on Evolutionary Computation
23 Aug 2024 SERC Institute of High Performance Computing  A surrogate-assisted extended generative adversarial network for parameter optimization in free-form metasurface design Manna Dai, Yang Jiang, Feng Yang, Joyjit Chattoraj, Yingzhi Xia, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu Neural Networks
24 Sep 2022 SERC Institute of High Performance Computing  SLMGAN: Single-layer metasurface design with symmetrical free-form patterns using generative adversarial networks Manna Dai, Yang Jiang, Feng Yang, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu Applied Soft Computing
30 Jun 2020 SERC Institute of High Performance Computing  Modeling transient fluid simulations with proper orthogonal decomposition and machine learning Chinchun Ooi, Quang Tuyen Le, My Ha Dao, Van Bo Nguyen, Hoang Huy Nguyen, Te Ba International Journal for Numerical Methods in Fluids