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RESEARCH PAPER · Journal of Materials Science · 2024

Accelerated discovery of high-performance 3D printing materials using multi-objective active optimization method

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Accelerated discovery of high-performance 3D printing materials using multi-objective active optimization methodOriginalAccurately Predicting Multiple Performance of 3D Printing Photopolymers Using Ensemble Learning11Control and Optimization of Absorbing Behavior in Graphene-Based Multiple Narrowband Metamaterial Absorber by Machine Learning0Multi-objective optimization in machine learning assisted materials design and discovery25Control and optimization of absorbing behavior in graphene-based multiple narrowband metamaterial absorber by machine learning4An end-to-end AI framework for data-driven evaluation and optimisation of direct ink writing-based 3D printing5Spectroscopic Limited Maximum Efficiency-First Progressive Screening of Halide Double Perovskites via First Principle-Constrained Machine Learning2Knowledge-informed Bayesian optimization resolves multi-objective trade-offs in 3D printing photopolymers0

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  1. Accurately Predicting Multiple Performance of 3D Printing Photopolymers Using Ensemble Learning

    ACS Applied Polymer Materials · 2024-04-09

    Wenjie Gao, Honglei Wang, Yuanhang Xu, Yaping Yang, Quanchao Gu, Xiaojun Duan, Binglin Wang, Xingui Zhou

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  2. Control and Optimization of Absorbing Behavior in Graphene-Based Multiple Narrowband Metamaterial Absorber by Machine Learning

    SSRN Electronic Journal · 2025-01-01

    Jiaxuan Xue, Cheng Chen, Shilei Tian, Huiyao Zhang, Jixin Wang, Wu Yun Zhao, Zhiyong Zhang, Johan H. Stiens

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  3. Multi-objective optimization in machine learning assisted materials design and discovery

    Journal of Materials Informatics · 2025-03-24

    Pengcheng Xu, Yingying Ma, Wencong Lu, Minjie Li, Wenyue Zhao, Zhilong Dai

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  4. Control and optimization of absorbing behavior in graphene-based multiple narrowband metamaterial absorber by machine learning

    Optics Communications · 2025-05-03

    Jiaxuan Xue, Cheng Chen, Shilei Tian, Huiyao Zhang, Jixin Wang, Wu Yun Zhao, Zhiyong Zhang, Johan H. Stiens

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  5. An end-to-end AI framework for data-driven evaluation and optimisation of direct ink writing-based 3D printing

    Virtual and Physical Prototyping · 2025-11-16

    Qiang Matthew Zhang, Yuanyuan Chen, Aiwu Zhou, Meng Ma, Liang Zhou, Huifeng Shi, Mingxuan Liu, Ciprian Iliescu, Xiaosheng Zhang, Yi Zhang

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  6. Spectroscopic Limited Maximum Efficiency-First Progressive Screening of Halide Double Perovskites via First Principle-Constrained Machine Learning

    ACS Applied Energy Materials · 2026-05-20

    Bowen Liu, Hairui Zhou, Zuyun Chen, Zuyun Chen, Jun Li, Xu Fang, Z Chen, Z Chen, Xiaolin Liu, Hongyu Liu, Lanze Xiao, Jia Lin

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  7. Knowledge-informed Bayesian optimization resolves multi-objective trade-offs in 3D printing photopolymers

    Research Square · 2026-07-03

    Zhengyi Fu, Wenjie Gao, Binglin Wang, Shiyue Guo, Shuang Zhao, Zhifang Fei, Guobing Chen, Honglei Wang, Xiaowei Guo, Fan Zhang, Zichun Yang

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