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Nadine Aubry
Northeastern University
41
H指数
274
论文数
6.8K
被引数
0
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19
发表时间
发表时间
IF
被引数
Control policy transfer of deep reinforcement learning based intelligent forced heat convection control
INTERNATIONAL JOURNAL OF THERMAL SCIENCES
IF
5
2024-01-01
6
OA
AI
Wang, Yi-Zhe; Peng, Jiang-Zhou; Aubry, Nadine; Li, Yu-Bai; Chen, Zhi-Hua; Wu, Wei-Tao
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Physics-informed graph convolutional neural network for modeling geometry-adaptive steady-state natural convection
用于几何自适应稳态自然对流建模的物理图形卷积神经网络
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
IF
5.8
2023-12-01
18
PRE
AI
Peng, Jiang-Zhou; Aubry, Nadine; Li, Yu-Bai; Mei, Mei; Chen, Zhi-Hua; Wu, Wei-Tao
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Airfoil shape optimization using genetic algorithm coupled deep neural networks
PHYSICS OF FLUIDS
IF
4.3
2023-08-28
14
PRE
AI
Wu, Ming-Yu; Yuan, Xin-Yi; Chen, Zhi-Hua; Wu, Wei-Tao; Hua, Yue; Aubry, Nadine
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Physics-informed graph convolutional neural network for modeling fluid flow and heat convection
PHYSICS OF FLUIDS
IF
4.3
2023-08-14
22
PRE
AI
Peng, Jiang-Zhou; Hua, Yue; Li, Yu-Bai; Chen, Zhi-Hua; Wu, Wei-Tao; Aubry, Nadine
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On the flow of a bubble pair rising in temperature-sensitive gel propellants
PHYSICS OF FLUIDS
IF
4.3
2023-08-04
0
PRE
AI
Li, Qiang; Yuan, Wenjun; Mei, Mei; Li, Yubai; Li, Meng-Ge; Aubry, Nadine
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Performance analysis of reinforcement learning algorithms on intelligent closed-loop control on fluid flow and convective heat transfer
PHYSICS OF FLUIDS
IF
4.3
2023-07-19
4
PRE
AI
Wang, Yi-Zhe; Li, Yu-Bai; Aubry, Nadine; Hua, Yue; Zhou, Zhi-Fu; Chen, Zhi-Hua; Wu, Wei-Tao
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Estimation of steady-state temperature field in Multichip Modules using deep convolutional neural network
THERMAL SCIENCE AND ENGINEERING PROGRESS
IF
5.4
2023-05-01
6
PRE
AI
Hua, Yue; Wang, Zhi-Qiao; Yuan, Xin-Yi; Li, Yu Bai; Wu, Wei-Tao; Aubry, Nadine
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Prediction of internal and external flow with sparse convolution neural network: A computationally effective reduced-order model
PHYSICS OF FLUIDS
IF
4.3
2023-02-01
15
PRE
AI
Peng, Jiang-Zhou; Aubry, Nadine; Hua, Yue; Chen, Zhi-Hua; Wu, Wei-Tao; Chen, Siheng
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Prediction and optimization of airfoil aerodynamic performance using deep neural network coupled Bayesian method
PHYSICS OF FLUIDS
IF
4.3
2022-11-10
22
PRE
AI
Liu, Ruo-Lin; Hua, Yue; Zhou, Zhi-Fu; Li, Yubai; Wu, Wei-Tao; Aubry, Nadine
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Grid adaptive reduced-order model of fluid flow based on graph convolutional neural network
PHYSICS OF FLUIDS
IF
4.3
2022-08-19
19
PRE
AI
Peng, Jiang-Zhou; Wang, Yi-Zhe; Chen, Siheng; Chen, Zhi-Hua; Wu, Wei-Tao; Aubry, Nadine
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Accelerating and improving deep reinforcement learning-based active flow control: Transfer training of policy network
PHYSICS OF FLUIDS
IF
4.3
2022-07-15
20
PRE
AI
Wang, Yi-Zhe; Hua, Yue; Aubry, Nadine; Chen, Zhi-Hua; Wu, Wei-Tao; Cui, Jiahuan
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Deep reinforcement learning based synthetic jet control on disturbed flow over airfoil
PHYSICS OF FLUIDS
IF
4.3
2022-03-04
50
PRE
AI
Wang, Yi-Zhe; Mei, Yu-Fei; Aubry, Nadine; Chen, Zhihua; Wu, Peng; Wu, Wei-Tao
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Data-driven modeling of geometry-adaptive steady heat conduction based on convolutional neural networks
基于卷积神经网络的几何自适应稳态热传导数据驱动建模
CASE STUDIES IN THERMAL ENGINEERING
IF
6.4
2021-12-01
29
OA
AI
Peng, Jiang-Zhou; Liu, Xianglei; Aubry, Nadine; Chen, Zhihua; Wu, Wei-Tao
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Geometry and boundary condition adaptive data-driven model of fluid flow based on deep convolutional neural networks
PHYSICS OF FLUIDS
IF
4.3
2021-12-01
0
PRE
AI
Peng, Jiang-Zhou; Aubry, Nadine; Zhu, Shiquan; Chen, Zhihua; Wu, Wei-Tao
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Active control for enhancing vortex induced vibration of a circular cylinder based on deep reinforcement learning
PHYSICS OF FLUIDS
IF
4.3
2021-10-04
29
PRE
AI
Mei, Yu-Fei; Zheng, Chun; Aubry, Nadine; Li, Meng-Ge; Wu, Wei-Tao; Liu, Xianglei
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Unsteady reduced-order model of flow over cylinders based on convolutional and deconvolutional neural network structure
PHYSICS OF FLUIDS
IF
4.3
2020-12-21
51
PRE
AI
Peng, Jiang-Zhou; Chen, Siheng; Aubry, Nadine; Chen, Zhihua; Wu, Wei-Tao
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Time-variant prediction of flow over an airfoil using deep neural network
PHYSICS OF FLUIDS
IF
4.3
2020-12-02
51
PRE
AI
Peng, Jiang-Zhou; Chen, Siheng; Aubry, Nadine; Chen, Zhi-Hua; Wu, Wei-Tao
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Numerical analysis of Richtmyer-Meshkov instability of circular density interface in presence of transverse magnetic field
PHYSICS OF FLUIDS
IF
4.3
2020-11-04
19
PRE
AI
Zhang, Huan-Hao; Zheng, Chun; Aubry, Nadine; Wu, Wei-Tao; Chen, Zhi-Hua
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The evolution of the initial flow structures of a highly under-expanded circular jet
JOURNAL OF FLUID MECHANICS
IF
3.9
2019-05-20
21
PRE
AI
Zhang, Huan-Hao; Aubry, Nadine; Chen, Zhi-Hua; Wu, Wei-Tao; Sha, Sha
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研究方向
暂时未获取到该数据
合作学者
合作期刊
刘
刘向雷
(Xianglei Liu)
H 指数: 48 · 论文数: 282
陈
陈思衡
(Siheng Chen)
H 指数: 43 · 论文数: 308
W
Wei‐Tao Wu
H 指数: 37 · 论文数: 265
周致富
(Zhifu Zhou)
H 指数: 34 · 论文数: 241
陈芝花
(Zhihua Chen)
H 指数: 32 · 论文数: 304
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