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Data augmented prediction of Reynolds stresses for flows around an axisymmetric body of revolution
期刊论文
OCEAN ENGINEERING, 2024, 卷号: 296, 页码: 14
作者:
Liu, Yi
;
Wang, Shizhao
;
Zhang, Xin-Lei
;
He, Guowei
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浏览/下载:0/0
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提交时间:2024/05/21
Ensemble Kalman method
Machine learning
Turbulence modeling
SUBOFF model
Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038
作者:
Xiao Xue
;
Deyu Zhou
;
Xiangning Yu
;
Gang Wang
;
Juanjuan Li
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浏览/下载:0/0
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提交时间:2024/03/18
Agent-based modeling
computational experiments
cyber-physical-social systems (CPSS)
generative deduction
generative experiments
meta model
Atomistic mechanisms underlying plastic flow at ultralow yield stress in ductile carbon aerogels
期刊论文
NANOSCALE, 2023, 页码: 8
作者:
Conter, Giorgio
;
Xiao, Kailu
;
Wu, Xianqian
;
Goddard III, William A.
;
Fortunelli, Alessandro
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  |  
浏览/下载:2/0
  |  
提交时间:2024/01/02
Bionic Underwater Vehicle: A Data-Driven Disturbance Rejection Control Framework
期刊论文
IEEE ROBOTICS & AUTOMATION MAGAZINE, 2023, 页码: 11
作者:
Wang, Kaihui
;
Zou, Wei
;
Ma, Ruichen
;
Lv, Jiaqi
;
Su, Hu
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浏览/下载:1/0
  |  
提交时间:2024/02/22
Vehicle dynamics
Robots
Propulsion
Predictive models
Biological system modeling
Robustness
Disturbance observers
Physical interpretation of neural network-based nonlinear eddy viscosity models
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13
作者:
Zhang, Xin-Lei
;
Xiao, Heng
;
Jee, Solkeun
;
He, Guowei
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浏览/下载:10/0
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提交时间:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
Combining direct and indirect sparse data for learning generalizable turbulence models
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112272
作者:
Zhang XL(张鑫磊)
;
Xiao, Heng
;
Luo, Xiaodong
;
He GW(何国威)
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浏览/下载:17/0
  |  
提交时间:2023/09/05
Ensemble Kalman method
Turbulence modeling
Direct data
Indirect data
CEHMR: Curriculum learning enhanced hierarchical multi-label classification for medication recommendation
期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2023, 卷号: 143, 页码: 13
作者:
Sun, Mengxuan
;
Niu, Jinghao
;
Yang, Xuebing
;
Gu, Yifan
;
Zhang, Wensheng
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浏览/下载:6/0
  |  
提交时间:2023/11/16
Medication recommendation
EHR
Hierarchical multi-label classification
Curriculum learning
Integrating predictive modeling techniques with geospatial data for landslide susceptibility assessment in northern Pakistan
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2023, 卷号: 20, 期号: 9, 页码: 2603-2627
作者:
Asghar, Aamir
;
Su, Li-jun
;
Zhao, Bo
;
Usmani, Nadeem Ahmad
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  |  
浏览/下载:0/0
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提交时间:2024/02/27
Landslides
MMMM expressway
Machine learning
Landslide susceptibility
Northern Pakistan
A Transformer-Based Deep Learning Model for Successful Predictions of the 2021 Second-Year La Nina Condition
期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 12, 页码: 10
作者:
Gao, Chuan
;
Zhou, Lu
;
Zhang, Rong-Hua
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浏览/下载:1/0
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提交时间:2023/11/30
the 2021 second-year cooling condition
a transformer-based deep learning model
3D multivariate prediction
subsurface thermal effect
comparison with dynamical models
Adversarial Heterogeneous Graph Neural Network for Robust Recommendation
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 12
作者:
Sang, Lei
;
Xu, Min
;
Qian, Shengsheng
;
Wu, Xindong
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/22
Perturbation methods
Motion pictures
Training
Graph neural networks
Robustness
Semantics
Predictive models
Adversarial training (AT)
graph neural network (GNN)
heterogeneous graph
recommendation
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