IMECH-IR

Browse/Search Results:  1-10 of 89 Help

Selected(0)Clear Items/Page:    Sort:
Defect-induced fatigue scattering and assessment of additively manufactured 300M-AerMet100 steel: An investigation based on experiments and machine learning 期刊论文
ENGINEERING FRACTURE MECHANICS, 2022, 卷号: 264, 页码: 17
Authors:  Zhan, Zhixin;  Ao, Ni;  Hu, Yanan;  Liu CQ(刘传奇)
Favorite  |  View/Download:2/0  |  Submit date:2022/05/17
Data-driven modeling  Additive manufacturing  300M-AerMet100 steel  Experimental investigations  Fatigue assessment  
Defining kerogen maturity from orbital hybridization by machine learning 期刊论文
FUEL, 2022, 卷号: 310, 页码: 10
Authors:  Ma J(马俊);  Kang DL(康东亮);  Wang XH(王晓荷);  Zhao YP(赵亚溥)
Favorite  |  View/Download:81/0  |  Submit date:2021/11/29
Kerogen maturity  Orbital hybridization  Machine learning  Quantum chemistry  
Calibration of polyvinylidene fluoride (PVDF) stress gauges under high-impact dynamic compression by machine learning 期刊论文
JOURNAL OF APPLIED PHYSICS, 2022, 卷号: 131, 期号: 2, 页码: 8
Authors:  Qin, Shuang;  Yu, Zheng;  Zhang, Xu;  Yang, Shuqi;  Peng, Wenyang;  Zhao, Feng
Favorite  |  View/Download:18/0  |  Submit date:2022/03/05
SPONGE: A GPU-Accelerated Molecular Dynamics Package with Enhanced Sampling and AI-Driven Algorithms 期刊论文
CHINESE JOURNAL OF CHEMISTRY, 2022, 卷号: 40, 期号: 1, 页码: 160-168
Authors:  Huang YP;  Xia YJ;  Yang LJ;  Wei JC(韦佳辰);  Yang YI;  Gao YQ
Favorite  |  View/Download:23/0  |  Submit date:2022/01/13
Molecular dynamics  Molecular modeling  Enhanced sampling  Machine learning  Computational chemistry  
颗粒的高通量微流动操控机理研究 学位论文
博士论文,北京: 中国科学院大学, 2021
Authors:  苏敬宏
Adobe PDF(7268Kb)  |  Favorite  |  View/Download:38/3  |  Submit date:2022/01/12
微流动  颗粒操控  非球形效应  惯性升力  弹性-惯性迁移  
Machine learning atomic-scale stiffness in metallic glass 期刊论文
EXTREME MECHANICS LETTERS, 2021, 卷号: 48, 页码: 5
Authors:  Peng ZH(彭正瀚);  Yang ZY(杨增宇);  Wang YJ(王云江)
Favorite  |  View/Download:141/0  |  Submit date:2021/09/08
Metallic glass  Machine learning  Atomic stiffness  Molecular dynamics  
Machine-learning integrated glassy defect from an intricate configurational-thermodynamic-dynamic space 期刊论文
PHYSICAL REVIEW B, 2021, 卷号: 104, 期号: 6, 页码: 14
Authors:  Yang ZY(杨增宇);  Wei D(魏丹);  Zaccone, Alessio;  Wang YJ(王云江)
Favorite  |  View/Download:52/0  |  Submit date:2021/09/07
基于数据驱动的湍流和空化流动数值模拟研究 学位论文
博士论文,北京: 中国科学院大学, 2021
Authors:  张珍
Adobe PDF(21508Kb)  |  Favorite  |  View/Download:261/13  |  Submit date:2021/06/09
数据驱动  雷诺平均  神经网络  差异模型  空化流动  隐式修正  
强激波相互作用及其极端热载荷诱发机制研究 学位论文
博士论文,北京: 中国科学院大学, 2021
Authors:  彭俊
Adobe PDF(21257Kb)  |  Favorite  |  View/Download:182/18  |  Submit date:2021/06/07
高超声速  振动激发  激波反射  激波干扰  风洞实验  
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
Adobe PDF(14953Kb)  |  Favorite  |  View/Download:89/10  |  Submit date:2021/06/04
气动热  实验数据  小样本  特征工程  多层学习