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刊名Materials Genome Engineering Advances
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2023 2024 2025

vol.01 vol.02

题名刊名作者出版年年卷期
Revolutionizing materials design through advanced artificial intelligence-assisted multiscale simulationMaterials Genome Engineering AdvancesHui Wang;Xingqiu Chen20252
Machine learning-guided plasticity model in refractory high-entropy alloysMaterials Genome Engineering AdvancesShang Zhao;Jinshan Li;Weijie Liao;Ruihao Yuan20252
PyGAMD:Python graphics processing unit-accelerated molecular dynamics softwareMaterials Genome Engineering AdvancesJialei Xu;Shenghong Guo;Miaolan Zhen;Zhuochen Yu;Youliang Zhu;Giuseppe Milano;Zhongyuan Lu20252
Bridging language models and computational materials science:A prompt-driven framework for material property predictionMaterials Genome Engineering AdvancesShuai Lv;Lei Peng;Wentiao Wu;Yufan Yao;Shizhe Jiao;Wei Hu20252
Accelerating the design of highly separable Fe-containing intermetallics in Al-Si alloys via DFT calculations and experimental validationMaterials Genome Engineering AdvancesXiaozu Zhang;Dongtao Wang;Hiromi Nagaumi;Rui Wang;Zibin Wu;Minghe Zhang;Dongsheng Gao;Hao Chen;Pengfei Wang;Pengfei Zhou;Yunxuan Zhou;Zhixiu Wang;Tailin Li20252
Data-driven designing on mechanical properties of biodegradable wrought zinc alloysMaterials Genome Engineering AdvancesZongqing Hu;Shaojie Li;Jianfeng Jin;Yuping Ren;Rui Hou;Lei Yang;Gaowu Qin20252
A knowledge graph attention network for the cold-start problem in intelligent manufacturing:Interpretability and accuracy improvementMaterials Genome Engineering AdvancesZiye Zhou;Yuqi Zhang;Shuize Wang;David San Martin;Yongqian Liu;Yang Liu;Chenchong Wang;Wei Xu20252
Multiobjective optimization of dielectric,thermal,and mechanical properties of inorganic glasses utilizing explainable machine learning and genetic algorithmMaterials Genome Engineering AdvancesJincheng Qin;Faqiang Zhang;Mingsheng Ma;Yongxiang Li;Zhifu Liu20252



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