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Publication date Communities Collections Article title Author(s) Journal/Conference
8 Dec 2025 SERC Institute of High Performance Computing  Physics-Constrained Diffusion for Lightweight Composite Material Design Hangwei Qian, Yang He, BingJin Chen, Mohit Sharma, Ivor Tsang NeurIPS 2025
5 Nov 2024 SERC Institute of Materials Research & Engineering Rapid On-Demand Design of Inverted All-Dielectric Metagratings for Trace Terahertz Molecular Fingerprint Sensing by Deep Learning Xueying Liu, Yinong Xie, Yiming Yan, Qiang Niu, Li-Guo Zhu, Zhaogang Dong, Qing Huo Liu, Jinfeng Zhu ACS Photonics
5 Nov 2024 SERC Institute of Materials Research & Engineering Rapid On-Demand Design of Inverted All-Dielectric Metagratings for Trace Terahertz Molecular Fingerprint Sensing by Deep Learning Xueying Liu, Yinong Xie, Yiming Yan, Qiang Niu, Li-Guo Zhu, Zhaogang Dong, Qing Huo Liu, Jinfeng Zhu ACS Photonics
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
20 Dec 2021 SERC Institute for Infocomm Research An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties Zekun Ren, Siyu Isaac Parker Tian, Juhwan Noh, Felipe Oviedo, Guangzong Xing, Jiali Li, Qiaohao Liang, Ruiming Zhu, Armin G. Aberle, Shijing Sun, Xiaonan Wang, Yi Liu, Qianxiao Li, Senthilnath Jayavelu, Kedar Hippalgaonkar, Yousung Jung, Tonio Buonassisi Matter