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5 Feb 2026
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SERC
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Institute of High Performance Computing
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PINEAPPLE: Physics-informed neuro-evolution algorithm for prognostic parameter inference in lithium-ion battery electrodes (Pending publish)
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Karkulali Pugalenthi,
Jian Cheng Wong,
Qizheng Yang,
Pao-Hsiung Chiu,
My Ha Dao,
Nagarajan Raghavan,
Chin Chun Ooi
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Journal of Energy Storage
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14 Jan 2026
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SERC
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Institute of High Performance Computing
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Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities
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Jian Cheng Wong,
Abhishek Gupta,
Chin Chun Ooi,
Pao-Hsiung Chiu,
Jiao Liu,
Yew-Soon Ong
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IEEE Computational Intelligence Magazine
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5 Jan 2026
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SERC
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Institute of High Performance Computing
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Evolutionary Optimization of Physics-Informed Neural Networks: Advancing Generalizability by the Baldwin Effect
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Jian Cheng Wong,
Chin Chun Ooi,
Abhishek Gupta,
Pao-Hsiung Chiu,
Joshua Shao Zheng Low,
My Ha Dao,
Yew-Soon Ong
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IEEE Transactions on Evolutionary Computation
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19 Nov 2025
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SERC
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Institute of High Performance Computing
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Non-contact guided wave tomographic imaging of invisible defect in curved composite structures
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Jing Xiao,
Zhenyang Yu,
Peng Zuo,
Jian Chen
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Composites Communications
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20 Oct 2025
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SERC
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Institute of High Performance Computing
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A deep learning based automatic report generator for retinal optical coherence tomography images
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Xinjian Chen,
Huazhu Fu,
Jingtao Wang,
Tian Lin,
Qian Cheng,
Cangxin Li,
Meng Wang,
Zhongyue Chen,
Aidi Lin,
Anlin Zhang,
Weifang Zhu,
Shirong Chen,
Fei Shi,
Dehui Xiang,
Baoqing Nie,
Yi Zhou,
Yuanyuan Peng,
Danqi Fang,
Chao Guo,
Ting Wang,
Mingzhi Zhang,
Chi Pui Pang,
Haoyu Chen
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npj Digital Medicine
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1 Jul 2025
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SERC
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Institute of High Performance Computing
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Enhancing diagnostic accuracy in rare and common fundus diseases with a knowledge-rich vision-language model (Pending publish)
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Meng Wang,
Tian Lin,
Aidi Lin,
Kai Yu,
Yuanyuan Peng,
Lianyu Wang,
Cheng Chen,
Ke Zou,
Huiyu Liang,
Man Chen,
Xue Yao,
Meiqin Zhang,
Binwei Huang,
Chaoxin Zheng,
Peixin Zhang,
Wei Chen,
Yilong Luo,
Yifan Chen,
Honghe Xia,
Tingkun Shi,
Qi Zhang,
Jinming Guo,
Xiaolin Chen,
Jingcheng Wang,
Yih Chung Tham,
Dianbo Liu,
Wendy Wong,
Sahil Thakur,
Beau J. Fenner,
Danqi Fang,
Siying Liu,
Qingyun Liu,
Yuqiang Huang,
Hongqiang Zeng,
Yanda Meng,
Yukun Zhou,
Zehua Jiang,
Minghui Qiu,
Changqing Zhang,
Xinjian Chen,
Sophia Y. Wang,
Cecilia S. Lee,
Lucia Sobrin,
Carol Y. Cheung,
Chi Pui Pang,
Pearse A. Keane,
Ching-Yu Cheng,
Haoyu Chen,
Huazhu Fu
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Nature Communications
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19 Dec 2024
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SERC
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Institute of High Performance Computing
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Enhancing AI reliability: A foundation model with uncertainty estimation for optical coherence tomography-based retinal disease diagnosis (Pending publish)
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Yuanyuan Peng,
Aidi Lin,
Meng Wang,
Tian Lin,
Linna Liu,
Jianhua Wu,
Ke Zou,
Tingkun Shi,
Lixia Feng,
Zhen Liang,
Tao Li,
Dan Liang,
Shanshan Yu,
Dawei Sun,
Jing Luo,
Ling Gao,
Xinjian Chen,
Binwei Huang,
Chaoxin Zheng,
Chuang Jin,
Dezhi Zheng,
Dingguo Huang,
Dongjie Li,
Guihua Zhang,
Hanfu Wu,
Honghe Xia,
Hongjie Lin,
Huiyu Liang,
Jingsheng Yi,
Jinqu Huang,
Juntao Liu,
Man Chen,
Qin Zeng,
Taiping Li,
Weiqi Chen,
Xia Huang,
Xiaolin Chen,
Xixuan Ke,
Xulong Liao,
Yifan Wang,
Yin Huang,
Yinglin Cheng,
Yinling Zhang,
Yongqun Xiong,
Yuqiang Huang,
Zhenggen Wu,
Zijing Huang,
Ching-Yu Cheng,
Huazhu Fu,
Haoyu Chen
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Cell Reports Medicine
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13 Jan 2024
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SERC
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Institute of Materials Research and Engineering
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Engineering High Voltage Aqueous Aluminum‐Ion Batteries
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Erhai Hu,
Bei‐Er Jia,
Qiang Zhu,
Jianwei Xu,
Xian Jun Loh,
Jian Chen,
Hongge Pan,
Qingyu Yan
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Small
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24 Oct 2023
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SERC
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Institute of High Performance Computing
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Uncertainty-inspired open set learning for retinal anomaly identification
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Meng Wang,
Tian Lin,
Lianyu Wang,
Aidi Lin,
Ke Zou,
Xinxing Xu,
Yi Zhou,
Yuanyuan Peng,
Qingquan Meng,
Yiming Qian,
Guoyao Deng,
Zhiqun Wu,
Junhong Chen,
Jianhong Lin,
Mingzhi Zhang,
Weifang Zhu,
Changqing Zhang,
Daoqiang Zhang,
Rick Siow Mong Goh,
Yong Liu,
Chi Pui Pang,
Xinjian Chen,
Haoyu Chen,
Huazhu Fu
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Nature Communications
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21 Jul 2023
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SERC
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Institute of Materials Research and Engineering
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A solar/radiative cooling dual-regulation smart window based on shape-morphing kirigami structures
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Shancheng Wang,
Yuting Dong,
Yanbin Li,
Keunhyuk Ryu,
Zhili Dong,
Jian Chen,
Zhendong Dai,
Yujie Ke,
Jie Yin,
Yi Long
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Materials Horizons
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