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| Modelling of regional heating and cooling load in the context of carbon neutrality 期刊论文
JOURNAL OF BUILDING ENGINEERING, 2024, 卷号: 85, 页码: 26
Authors: Pan LS(潘利生) ; Guo, Yuan; Yan, Quanying; Shi, Weixiu
  Favorite | View/Download：47/0 | Submit date：2024/05/14
Regional load Coupling of heating and cooling Degree-day method Characteristics of load |
| DeepStSNet: Reconstructing the quantum state-resolved thermochemical nonequilibrium flowfield using deep neural operator learning with scarce data 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 491, 页码: 112344
Authors: Lv JQ(吕家琦); Hong QZ(洪启臻); Wang XY(王小永); Mao, Zhiping; Sun QH(孙泉华)
 Adobe PDF(5558Kb) | Favorite | View/Download：82/4 | Submit date：2023/09/26
Hypersonic Thermochemical nonequilibrium State-to-state approach Deep learning Multiphysics Data assimilation |
| RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317
Authors: Xiao TB(肖天白); Frank, Martin
Adobe PDF(5203Kb) | Favorite | View/Download：45/1 | Submit date：2023/09/05
Kinetic theory Computational fluid dynamics Scientific machine learning Artificial neural network |
| Adaptive transfer learning for PINN 期刊论文
Journal of Computational Physics, 2023, 卷号: 490, 页码: 1 - 29
Authors: Liu Y(刘洋); Liu W(刘文); Yan XS; Guo SQ(郭帅旗); Zhang CA(张陈安)
Adobe PDF(5571Kb) | Favorite | View/Download：119/9 | Submit date：2023/08/21 |
| Predicting continuum breakdown with deep neural networks 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112278
Authors: Xiao TB(肖天白); Schotthoefer, Steffen; Frank, Martin
Adobe PDF(3004Kb) | Favorite | View/Download：37/3 | Submit date：2023/09/05
Computational fluid dynamics Kinetic theory Boltzmann equation Multi-scale method Deep learning |
| Force measurement using strain-gauge balance in shock tunnel based on deep learning 期刊论文
CHINESE JOURNAL OF AERONAUTICS, 2023, 卷号: 36, 期号: 8, 页码: 43-53
Authors: Nie SJ(聂少军); Wang YP(汪运鹏); Jiang ZL(姜宗林)
Adobe PDF(2346Kb) | Favorite | View/Download：77/16 | Submit date：2024/02/26
Convolutional neural net-works Deep learning Frequency domain analysis Force measurement Time domain analysis Recurrent neural networks |
| 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：197/14 | 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 |
| Flush Air Data Sensing Based on Dimensionless Input and Output Neural Networks With Less Data 期刊论文
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2023, 卷号: 59, 期号: 2, 页码: 1411-1425
Authors: Liu Y(刘洋); Zhang CA(张陈安); Yan, Xunshi; Liu W(刘文)
Adobe PDF(4708Kb) | Favorite | View/Download：90/10 | Submit date：2023/06/15 |
| 卷积神经网络在风洞天平静态校准中的应用分析 期刊论文
空气动力学学报, 2022, 卷号: 40, 期号: 暂无, 页码: 1-8
Authors: 汪运鹏; 聂少军; 王粤; 姜宗林
Adobe PDF(1217Kb) | Favorite | View/Download：176/53 | Submit date：2022/10/17
气动力测量 风洞应变天平 静态校准 深度学习 卷积神经网络 |
| 基于泛函学习的斜激波与弓形激波干扰规律研究 学位论文
硕士论文，北京: 中国科学院大学, 2022
Authors: 李帅
Adobe PDF(6690Kb) | Favorite | View/Download：170/9 | Submit date：2022/07/05
激波干扰，高温气体效应，多层分块算法，高超声速流动，气动热 |
