Chinchun Ooi

11 papers B 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
PINEAPPLE: Physics-Informed Neuro-Evolution Algorithm for Prognostic Parameter Inference in Lithium-Ion Battery Electrodes.
CoRR
Karkulali Pugalenthi, Jian Cheng Wong, Qizheng Yang, Pao-Hsiung Chiu, My Ha Dao, Nagarajan Raghavan, Chinchun Ooi
2025 J jnl
ExTrEMO: Transfer Evolutionary Multiobjective Optimization With Proof of Faster Convergence.
IEEE Trans. Evol. Comput.
Jiao Liu, Abhishek Gupta, Chinchun Ooi, Yew-Soon Ong
2024 — conf
Soft Constraint in Local Structure Approximation-PINN.
CAI
Jian Cheng Wong, Pao-Hsiung Chiu, Chinchun Ooi, My Ha Dao
2023 B conf
LSA-PINN: Linear Boundary Connectivity Loss for Solving PDEs on Complex Geometry.
IJCNN
Jian Cheng Wong, Pao-Hsiung Chiu, Chinchun Ooi, My Ha Dao, Yew-Soon Ong
2023 J jnl
LSA-PINN: Linear Boundary Connectivity Loss for Solving PDEs on Complex Geometry.
CoRR
Jian Cheng Wong, Pao-Hsiung Chiu, Chinchun Ooi, My Ha Dao, Yew-Soon Ong
2022 J jnl
JAX-Accelerated Neuroevolution of Physics-informed Neural Networks: Benchmarks and Experimental Results.
CoRR
Nicholas Wei Yong Sung, Jian Cheng Wong, Pao-Hsiung Chiu, Abhishek Gupta, Chinchun Ooi, Yew-Soon Ong
2022 J jnl
Robustness of Physics-Informed Neural Networks to Noise in Sensor Data.
CoRR
Jian Cheng Wong, Pao-Hsiung Chiu, Chinchun Ooi, My Ha Da
2021 J jnl
CAN-PINN: A Fast Physics-Informed Neural Network Based on Coupled-Automatic-Numerical Differentiation Method.
CoRR
Pao-Hsiung Chiu, Jian Cheng Wong, Chinchun Ooi, My Ha Dao, Yew-Soon Ong
2021 J jnl
Improved Surrogate Modeling of Fluid Dynamics with Physics-Informed Neural Networks.
CoRR
Jian Cheng Wong, Chinchun Ooi, Pao-Hsiung Chiu, My Ha Dao
2021 J jnl
Learning in Sinusoidal Spaces with Physics-Informed Neural Networks.
CoRR
Jian Cheng Wong, Chinchun Ooi, Abhishek Gupta, Yew-Soon Ong
2021 J jnl
U-Net-Based Surrogate Model For Evaluation of Microfluidic Channels.
CoRR
Quang Tuyen Le, Pao-Hsiung Chiu, Chinchun Ooi