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| 宽体客机型架外形综合优化设计方法研究 学位论文
博士论文，北京: 中国科学院大学, 2021
Authors: 宋鑫
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宽体客机 气动弹性 多学科优化设计 鲁棒优化设计 代理模型 |
| 高超声速气动热实验数据的多层学习方法 学位论文
硕士论文，北京: 中国科学院大学, 2021
Authors: 陈正
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气动热 实验数据 小样本 特征工程 多层学习 |
| Aerodynamic shape optimization of an urban maglev train 期刊论文
ACTA MECHANICA SINICA, 2021, 页码: 16
Authors: Sun ZX(孙振旭); Wang MY(王梦莹); Wei LY(魏涟漪); Kong FB; Yang GW(杨国伟)
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Urban maglev train Aerodynamic characteristics Cross validation Kriging model Genetic algorithm |
| A machine learning model for predicting the ballistic impact resistance of unidirectional fiber-reinforced composite plate 期刊论文
SCIENTIFIC REPORTS, 2021, 卷号: 11, 期号: 1, 页码: 10
Authors: Lei XD(雷旭东); Wu XQ(吴先前); Zhang Z(张珍); Xiao KL(肖凯璐); Wang YW(王一伟); Huang CG(黄晨光)
Adobe PDF(1965Kb) | Favorite | View/Download：397/72 | Submit date：2021/05/17 |
| Prediction and evaluation of plasma arc reforming of naphthalene using a hybrid machine learning model 期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2021, 卷号: 404, 页码: 10
Authors: Wang, Yaolin; Liao, Zinan; Mathieu, Stephanie; Bin F(宾峰); Tu, Xin
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Machine learning Non-thermal plasma Biomass gasification Tar reforming Naphthalene |
| 高速列车气动外形优化研究进展 期刊论文
力学学报, 2021, 卷号: 53, 期号: 01, 页码: 51-74
Authors: 孙振旭; 姚永芳; 郭迪龙; 杨国伟; 姚拴宝; 张业; 陈大伟; 李桂波; 尚克明; 贾玲
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气动外形 流场机理 优化算法 参数化 替代模型 |
| A LSTM surrogate modelling approach for caisson foundations 期刊论文
OCEAN ENGINEERING, 2020, 卷号: 204, 页码: 13
Authors: Zhang P; Yin ZY; Zheng YY; Gao FP(高福平)
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Caisson foundation Failure envelope Smoothed particle hydrodynamics Long short-term memory |
| Research on aerodynamic optimization of high-speed train's slipstream 期刊论文
ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS, 2020, 卷号: 14, 期号: 1, 页码: 1106-1127
Authors: Sun ZX(孙振旭); Yao SB(姚拴宝); Yang GW(杨国伟)
Adobe PDF(5774Kb) | Favorite | View/Download：172/95 | Submit date：2022/03/17 |
| A novel CACOR-SVR multi-objective optimization approach and its application in aerodynamic shape optimization of high-speed train 期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 13, 页码: 5035-5051
Authors: Zhang Y; Guo DL(郭迪龙); Sun ZX(孙振旭); Chen DW
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Chaos ant colony optimization Support vector machine Multi-objective optimization Vehicle modeling function High-speed trains |
| Machine learning assisted design of high entropy alloys with desired property 期刊论文
ACTA MATERIALIA, 2019, 卷号: 170, 页码: 109-117
Authors: Wen C; Zhang Y; Wang CX; Xue DZ; Bai Y; Antonov S; Dai LH(戴兰宏); Lookman T; Su YJ
View | Adobe PDF(4895Kb) | Favorite | View/Download：1409/844 | Submit date：2019/06/10
Multi-principal element alloys Active learning Machine learning Materials genome initiative |
