Institute of High Performance Computing 

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Publication date Article title Author(s)
14 Mar 2026 Learning Structurally Stabilized Representations for Lossless DNA Storage Ben Cao, Xue Li, Tiantian He, Bin Wang, Shihua Zhou, Xiaohu Wu, Qiang Zhang
31 Jan 2026 Selected applications of artificial intelligence and machine learning in metal additive manufacturing David W. Rosen, Xiaofang Liu
20 Jan 2026 HPoolGCL: Augmentation‐Free Cross‐Granularity Graph Contrastive Learning With Hierarchical Pooling Fenglin Cen, Shijie Liu, Quan Feng, Tiantian He, Ji Xu
14 Jan 2026 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
5 Jan 2026 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
29 Dec 2025 Nonlinear topology optimization design of compliant mechanisms with tailored input/output stiffness Yueyou Tang, Meng He, Zhen-Pei Wang, Liang Xia
21 Dec 2025 Shaping future diets: Examining capabilities, opportunities and motivations to increase acceptance of alternative proteins in families Siti Amelia Juraimi, Florence Sheen, Anna Fogel, Mary F.-F. Chong, Benjamin P.C. Smith, Aimee E. Pink
16 Dec 2025 Discovery of Effective Halide Solid Electrolytes for Solid-State Rechargeable Batteries via Machine Learning and DFT Calculations Li Yan Anthony Choong, Zhong Chen, Man-Fai Ng
13 Dec 2025 Synergistic Strategy of Targeted Capture and Potential Responsive Release for High‐Performance Zinc‐Iodine Batteries Hanyu Wen, Bosi Yin, Haokun Wen, Ying Sun, Jiazhuo Li, Hui Li, Zhi Gen Yu, Siwen Zhang, Yong‐Wei Zhang, Tianyi Ma
12 Dec 2025 Part consolidation and decomposition in redesign for additive manufacturing (RfAM): A taxonomy and review Soonjo Kwon, Yosep Oh, David W. Rosen, Samyeon Kim