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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
14 Jan 2026
SERC
Institute of High Performance Computing
Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities
Jian Cheng Wong,
Abhishek Gupta,
Chin Chun Ooi,
Pao-Hsiung Chiu,
Jiao Liu,
Yew-Soon Ong
IEEE Computational Intelligence Magazine
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
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