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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
收藏
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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
A cross-modal clinical prediction system for intensive care unit patient outcome
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 16
作者:
Sun, Mengxuan
;
Yang, Xuebing
;
Niu, Jinghao
;
Gu, Yifan
;
Wang, Chutong
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  |  
浏览/下载:3/0
  |  
提交时间:2024/02/21
Electronic health records
Clinical outcome prediction
Patient representation
Cross-modal contrastive learning
Micropillar compression using discrete dislocation dynamics and machine learning
期刊论文
THEORETICAL AND APPLIED MECHANICS LETTERS, 2024, 卷号: 14, 期号: 1, 页码: 100484
作者:
Tao, Jin
;
Wei DA(魏德安)
;
Yu, Junshi
;
Kan, Qianhua
;
Kang, Guozheng
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浏览/下载:0/0
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提交时间:2024/01/15
Discrete dislocation dynamics simulations
Machine learning
Size effects
Orientation effects
Microstructural features
Autonomous Vehicle Platoons In Urban Road Networks: A Joint Distributed Reinforcement Learning and Model Predictive Control Approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 141-156
作者:
Luigi D’Alfonso
;
Francesco Giannini
;
Giuseppe Franzè
;
Giuseppe Fedele
;
Francesco Pupo
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  |  
浏览/下载:2/0
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提交时间:2024/01/02
Distributed model predictive control
distributed reinforcement learning
routing decisions
urban road networks
Investigation of landslide dam life span using prediction models based on multiple machine learning algorithms
期刊论文
GEOMATICS NATURAL HAZARDS & RISK, 2023, 卷号: 14, 期号: 1, 页码: 20
作者:
Wu, Hao
;
Nian, Tingkai
;
Shan, Zhigang
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浏览/下载:0/0
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提交时间:2024/02/27
Landslide dam
life span prediction
machine learning algorithms
database
landslide dam type
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:11/0
  |  
提交时间:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
Learning for Depth Control of a Robotic Penguin: A Data-Driven Model Predictive Control Approach
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 11, 页码: 11422-11432
作者:
Pan, Jie
;
Zhang, Pengfei
;
Wang, Jian
;
Liu, Mingxin
;
Yu, Junzhi
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  |  
浏览/下载:9/0
  |  
提交时间:2023/11/17
Data-driven model predictive control (MPC)
depth control
motion control
reinforcement learning (RL)
robotic penguin
Deep representation learning for domain generalization with information bottleneck principle
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 143, 页码: 12
作者:
Zhang, Jiao
;
Zhang, Xu-Yao
;
Wang, Chuang
;
Liu, Cheng-Lin
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浏览/下载:7/0
  |  
提交时间:2023/11/17
Domain generalization
Information bottleneck
Representation learning
Conditional Goal-Oriented Trajectory Prediction for Interacting Vehicles
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:
Li, Ding
;
Zhang, Qichao
;
Lu, Shuai
;
Pan, Yifeng
;
Zhao, Dongbin
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  |  
浏览/下载:0/0
  |  
提交时间:2023/12/21
Trajectory
Predictive models
Behavioral sciences
Pipelines
Task analysis
Feature extraction
Vehicle dynamics
Conditional prediction
goal-oriented trajectory prediction
hierarchical vectorized representation
joint trajectory prediction
marginal prediction
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