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Materials Genome Engineering Advances

IF
论文数33
被引数
期刊论文 33
发表时间
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A Synergistic Strategy for Data-Constrained Deep Learning in Materials Science材料科学中数据受限深度学习的协同策略
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deleteShao, Chun Ting; Chen, Yi; Song, Shan Man; Xu, Jian; Yang, Peipei; Yan, Qing Bo; Su, Gang
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Machine Learning-Driven Predictive Modeling and Multi-Objective Exploration of Oxaliplatin-Loaded Nanocarriers for Enhanced Loading and Encapsulation Efficiency机器学习驱动的奥沙利铂负载纳米载体预测建模与多目标探索，以增强负载量和包封效率
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deleteRahdar, Abbas; Shirzad, Maryam; Fathi-Karkan, Sonia; Aboudzadeh, M. Ali
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DeepSeek-Lattice-KG: A Compact Language Model With Knowledge Graph Augmentation for Lattice Structure DesignDeepSeek-Lattice-KG：一种用于晶格结构设计的知识图谱增强型紧凑语言模型
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deleteShu, Zhiyang; Wang, Chao; Feng, Changsheng; Zhou, Feiyu; Chen, Xueyan; Chen, Yan; Liu, Yilun
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Structural Optimization of 3D Braided Tungsten-Copper Composites via Active Learning and Finite Element Simulation通过主动学习和有限元模拟优化三维编织钨铜复合材料的结构
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deleteZhang, Lai; Chen, Tianwen; Wu, Yongjing; Liu, Fuzhu; Wang, Yaping; Yang, Zhimao; Yang, Shengchun
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Machine Learning Assisted Prediction of Degradation Behavior of Poly(Lactic-Co-Glycolic Acid)机器学习辅助预测聚乳酸-羟基乙酸共聚物的降解行为
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deleteWang, Shuai; Chen, Long; Yang, Kepeng; Cheng, Bowen; Wan, Yingpeng; Wang, Bingyan; Sun, Tao; Hao, Xiangping; Yang, Jingzhi; Zhang, Haijun; Wang, Lei; Wang, Lu-Ning
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Efficient Stepwise Screening of Inorganic Crystal Structure Databases for Novel Potassium-Ion Conducting Chalcogenides高效分步筛选无机晶体结构数据库以发现新型钾离子导电硫属化合物
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deleteLi, Yawen; Morkhova, Yelizaveta A.; Qu, Xiaotong; Lv, Xuanlin; Sozina, Elena M.; Largin, Vladislav O.; Liu, Yihan; Yu, Jiahao; Wang, Junjie; Blatov, Vladislav A.
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Distinguishing Intrinsic Descriptors of Grain Boundary Segregation Between Metallic and Non-Metallic Solutes in BCC Fe via Machine Learning通过机器学习区分BCC Fe中金属与非金属溶质在晶界偏聚的本征描述符
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deleteZhang, Xinyuan; Wang, Feiyang; Wu, Honghui; Zhou, Xiaoye; Wang, Shuize; Gao, Junheng; Zhao, Haitao; Zhang, Chaolei; Huang, Yuhe; Lu, Jun; Mao, Xinping
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Machine Learning Design of Tungsten Alloys With Strength-Ductility Synergy钨合金强度-延性协同效应的机器学习设计
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deleteDing, Juan; Liu, Jiayi; Zhou, Jiatao; Chen, Baishan; Ma, Yunzhu; Liu, Wensheng; Huang, Yufeng; Liang, Chaoping
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Interface Phonon Transmission Behaviors and Their Resultant Influence on Thermal Transport in Cu/Diamond Composites界面声子传输行为及其对Cu/金刚石复合材料热输运的影响
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deleteZheng, Qinghe; Wang, William Yi; Bolzoni, Leandro; Yang, Fei
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Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery化学元素的语义嵌入用于增强材料推理和发现
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deleteJia, Yunze; Xian, Yuehui; Xu, Yangyang; Dang, Pengfei; Ding, Xiangdong; Sun, Jun; Zhou, Yumei; Xue, Dezhen
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Application of Machine Learning in Heat Treatment Process Design of Carburized Steel机器学习在渗碳钢热处理工艺设计中的应用
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deleteJiang, Di; Zheng, Yihao; Luo, Chunyang; Wang, Xuefei; Zhang, Chi; Wang, Zhaodong
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New Opportunities For the Integration of Artificial Intelligence With Materials Science: From Large Language Models to Embodied Large Models人工智能与材料科学集成的新机遇：从大型语言模型到具身大型模型
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deleteSong, Zhen; Cai, Yishuai; Yu, Yadong; Xiang, Pan; Li, Minglong; Liu, Zhe; Dai, Mengyan
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MatImageAgent: A Large Language Multimodal Agent for Materials Characterization ImagesMatImageAgent：一种用于材料表征图像的大型语言多模态智能体
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deleteJiang, Mingxi; Aittamerd, Mohamed; He, Ziqing; Bi, Wenzhu; Zhao, Manling; Li, Shuran; Yang, Menghao
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Solute Segregation in Polycrystalline Aluminum From Hybrid Monte Carlo and Molecular Dynamics Simulations With a Unified Neuroevolution Potential多晶铝中溶质偏聚的混合蒙特卡罗和分子动力学模拟及统一神经进化势的应用
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deleteSong, Keke; Liu, Jiahui; Zhu, Yuanxu; Chen, Shunda; Fan, Zheyong; Su, Yanjing; Qian, Ping
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Effects of Transition Metals (TM = Nb, Ta, and Zr) on Thermodynamic and Electronic Properties of Advanced (Th1-xTMx)C (x=0.1 and 0.2) Fuels: A First-Principles Study过渡金属(TM = Nb、Ta和Zr)对先进(Th1-xTMx)C(x=0.1和0.2)燃料的热力学和电子性质的影响：第一性原理研究
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deleteSu, Baihui; Li, Jia; Wang, William Yi; Lu, Yonghong; Pan, Xiaoqiang; Gao, Xingyu; Song, Haifeng; Li, Jinshan
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Semantic Intelligence in Metallurgy: A Dual-Stage Language Model Framework for Processing-Aware Magnesium Alloy Design冶金领域的语义智能：一种用于面向加工的镁合金设计的双阶段语言模型框架
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deleteLu, Ziliang; Kapoor, Ishwar; Araki, Takeru; Chen, Lu; Song, Tao; Li, Yixiang; Su, Yang; Zeng, Xiaoqin; Wang, Leyun
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High-Throughput Screening of Rare-Earth Compounds as Promising Deep-Ultraviolet Light Emitters稀土化合物作为有前景的深紫外发光体的高通量筛选
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deleteXu, Xun; Zhong, Hongzhen; Liang, Hanpu; Zhao, Baiqing; Li, Jinshan; Zhang, Xie
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Deep Learning-Based Prediction of Controllable Stress/Strain-Rate Loading and Design for Loading Conditions基于深度学习的可控应力/应变率加载预测与加载条件设计
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deleteZhang, Yiwei; Zhang, Ruizhi; Jiang, Junbang; Huang, Yahui; Chen, Han; Zhang, Jian; Luo, Guoqiang; Shen, Qiang
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Molecular Dynamics Study of Melt Structure and Transport Properties of Mg-Al AlloyMg-Al合金熔体结构与输运性质的分子动力学研究
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deleteZhang, Lijun; Zhang, Ang; Jiang, Tao; Dong, Zhihua; He, Weijun; Tan, Jun; Yang, Yan; Jiang, Bin
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AI/ML Enabled High-Throughput Design and Synthesis for Energetic MoleculesAI/ML赋能的高通量设计及合成用于高能分子
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deleteQian, Wen
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