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| 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
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| 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)
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| 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 |