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| Stochastic dynamics of aircraft ground taxiing via improved physics-informed neural networks 期刊论文 NONLINEAR DYNAMICS, 2024, 页码: 16 Authors: Zhang, Ying; Jin, Zhengrong; Wang L(王笼); Zheng, Kaixin; Jia, Wantao Favorite  |  View/Download:53/0  |  Submit date:2024/02/19 PINNs Aircraft ground taxiing model Fokker-Planck equations Inverse problem |
| Method of applying temperature-sensitive paint in hypersonic test with strong combustion radiation 期刊论文 ACTA MECHANICA SINICA, 2023, 卷号: 39, 期号: 8, 页码: 322474 Authors: Yuan CK(苑朝凯); Meng FZ(孟凡钊); Liu, Xu; Liu YF(刘云峰); Lian H(连欢); Liu, Yingzheng; Peng, Di Adobe PDF(3477Kb)  |  Favorite  |  View/Download:53/5  |  Submit date:2023/07/17 Temperature-sensitive paint Heat flux Conjugate gradient method Air-breathing hypersonic vehicle Inverse heat conduction problem |
| A thermal load identification method based on physics-guided neural network for honeycomb sandwich structures 期刊论文 SMART MATERIALS AND STRUCTURES, 2023, 卷号: 32, 期号: 7, 页码: 75008 Authors: Du WQ(杜文琪); Yang LK(杨乐凯); Lu LL(路玲玲); Le J(乐杰); Yu MK(于明凯); Song HW(宋宏伟); Xing, Xiaodong; Huang, Chenguang Adobe PDF(10877Kb)  |  Favorite  |  View/Download:102/3  |  Submit date:2023/06/15 thermal load identification physics-guided neural network physics-guided loss function thermal feature parameters laser irradiation |
| Discovery of PDEs driven by data with sharp gradient or discontinuity 期刊论文 COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2023, 卷号: 140, 页码: 33-43 Authors: Wang, Kang; Zhang L(张磊); Tang, Shaoqiang Adobe PDF(1166Kb)  |  Favorite  |  View/Download:50/1  |  Submit date:2023/06/15 System identification Partial differential equations Gaussian process Discontinuous data Machine learning |
| 含纳米尺度结构金属的力学行为和强韧化机理 学位论文 博士论文,北京: 中国科学院大学, 2023 Authors: 程文强 Adobe PDF(8525Kb)  |  Favorite  |  View/Download:228/16  |  Submit date:2023/06/25 分子动力学模拟 极小尺寸纳米晶 机械稳定性 热稳定性 非均匀变形 |
| 池沸腾传热与气泡动力学特性的重力效应研究 学位论文 博士论文,北京: 中国科学院大学, 2023 Authors: 刘鹏 Adobe PDF(6369Kb)  |  Favorite  |  View/Download:296/6  |  Submit date:2023/06/29 池沸腾传热 气泡动力学 重力效应 中国空间站 实践十号返回式科学实验卫星 |
| 基于模型与数据驱动相结合的嵌入式大气数据系统算法研究 学位论文 博士论文,北京: 中国科学院大学, 2023 Authors: 刘洋 Adobe PDF(9249Kb)  |  Favorite  |  View/Download:183/14  |  Submit date:2023/07/03 大气数据系统,嵌入式大气数据系统,模型驱动,数据驱动,神经网络 |
| Self-Propelled Swimming of a Flexible Propulsor Actuated by a Distributed Active Moment 期刊论文 Fluids, 2023, 卷号: 8, 期号: 1, 页码: 29 Authors: Han CH(韩长鸿); Zhang ZY(张治愚); Zhang X(张星) Adobe PDF(2670Kb)  |  Favorite  |  View/Download:182/41  |  Submit date:2023/01/17 self-propulsion ground effect turning maneuver flexible propulsor fluid-structure interaction active moment traveling wave cruising speed cost of transport |
| Data-driven rapid prediction model for aerodynamic force of high-speed train with arbitrary streamlined head 期刊论文 ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS, 2022, 卷号: 16, 期号: 1, 页码: 2190-2205 Authors: Chen, Dawei; Sun ZX(孙振旭); Yao, Shuanbao; Xu SF(许盛峰); Yin B(银波); Guo DL(郭迪龙); Yang GW(杨国伟); Ding, Sansan Adobe PDF(2791Kb)  |  Favorite  |  View/Download:157/29  |  Submit date:2022/12/20 Aerodynamic force inverse design high-speed train SVM numerical simulation wind tunnel test |
| 基于机器学习的干酪根分子重构及裂解化学-力学机制研究 学位论文 博士论文,北京: 中国科学院大学, 2022 Authors: 康 东亮 Adobe PDF(9633Kb)  |  Favorite  |  View/Download:207/8  |  Submit date:2023/01/13 力能学 组合爆炸 机器学习 干酪根分子重构 裂解化学-力学性质 |