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Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者:  Sibo Cheng;  César Quilodrán-Casas;  Said Ouala;  Alban Farchi;  Che Liu;  Pierre Tandeo;  Ronan Fablet;  Didier Lucor;  Bertrand Iooss;  Julien Brajard;  Dunhui Xiao;  Tijana Janjic;  Weiping Ding;  Yike Guo;  Alberto Carrassi;  Marc Bocquet;  Rossella Arcucci
Adobe PDF(17725Kb)  |  收藏  |  浏览/下载：91/29  |  提交时间：2023/05/29
Data assimilation (DA)  deep learning  machine learning (ML)  reduced-order-modelling  uncertainty quantification (UQ)  
Role of Asymptomatic COVID-19 Cases in Viral Transmission: Findings From a Hierarchical Community Contact Network Model 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021, 页码: 10
作者:  Luo, Tianyi;  Cao, Zhidong;  Wang, Yuejiao;  Zeng, Daniel;  Zhang, Qingpeng
Adobe PDF(2265Kb)  |  收藏  |  浏览/下载：265/37  |  提交时间：2022/01/27
COVID-19  Epidemics  Pandemics  Sociology  Market research  Mathematical models  Timing  Risk management  Statistics  Asymptomatic patients  COVID-19  epidemic rebound  strategy evaluation  transmission model  
Evolutionary Computation in Social Propagation over Complex Networks: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 503-520
作者:  Tian-Fang Zhao;  Wei-Neng Chen;  Xin-Xin Ma;  Xiao-Kun Wu
Adobe PDF(1283Kb)  |  收藏  |  浏览/下载：139/40  |  提交时间：2021/07/20
Evolutionary computation  complex network  propagation dynamics  social diffusion  evolution model  optimization algorithm  
On Performance Gauge of Average Multi-Cue Multi-Choice Decision Making: A Converse Lyapunov Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 136-147
作者:  Mehdi Firouznia;  Qing Hui
Adobe PDF(1472Kb)  |  收藏  |  浏览/下载：114/30  |  提交时间：2021/04/09
Cognitive modeling  decision making  Lyapunov function  multi-cue multi-choice tasks  performance gauge  
A Brain-Inspired Decision Making Model Based on Top-Down Biasing of Prefrontal Cortex to Basal Ganglia and Its Application in Autonomous UAV Explorations 期刊论文
Cognitive Computation, 2018, 卷号: 10, 期号: 2, 页码: 296-306
作者:  Zhao Feifei;  Zeng Yi;  Wang Guixiang;  Bai Jun;  Xu Bo
浏览  |  Adobe PDF(3853Kb)  |  收藏  |  浏览/下载：364/114  |  提交时间：2019/04/30
Prefrontal Cortex  Working Memory  Basal Ganglia  Dopamine System  Brain-inspired Decision Making Model  
A Brain-Inspired Decision-Making Spiking Neural Network and Its Application in Unmanned Aerial Vehicle 期刊论文
Frontiers in Neurorobotics, 2018, 期号: 12, 页码: 56
作者:  Zhao Feifei;  Zeng Yi;  Xu Bo
浏览  |  Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：312/84  |  提交时间：2019/04/22
Spiking Neural Network  Brain-inspired Decision-making  Dopamine Regulation  Multiple Brain Areas Coordination  Reinforcement Learning  UAV Autonomous Learning  
Optical Molecular Imaging Frontiers in Oncology: The Pursuit of Accuracy and Sensitivity 期刊论文
Engineering, 2015, 卷号: 1, 期号: 3, 页码: 309-323
作者:  Kun Wang;  Chongwei Chi;  Zhenhua Hu;  Muhan Liu;  Hui Hui;  Wenting Shang;  Dong Peng;  Shuang Zhang;  Jiezuo Ye;  Haixiao Liu;  Jie Tian
浏览  |  Adobe PDF(7587Kb)  |  收藏  |  浏览/下载：208/38  |  提交时间：2018/01/02
Optical Molecular Imaging  Multimodality Molecular Imaging  Optical Multimodality Tomography  Ce Renkov luminesCenCe Imaging  Intraoperative Image-guided Surgery  
High-Efficient Clearable Nanoparticles for Multi-Modal Imaging and Image-Guided Cancer Therapy 期刊论文
ADVANCED FUNCTIONAL MATERIALS, 2018, 卷号: 28, 期号: 2, 页码: 1704634
作者:  Wei, Qiaolin;  Chen, Yao;  Ma, Xibo;  Ji, Jianfeng;  Qiao, Yue;  Zhou, Bo;  Ma, Fei;  Ling, Daishun;  Zhang, Hong;  Tian, Mei;  Tian, Jie;  Zhou, Min
浏览  |  Adobe PDF(6497Kb)  |  收藏  |  浏览/下载：576/216  |  提交时间：2018/01/02
Biodegradation  Multimodal Imaging  Nanoplatforms  Renal Clearance  Theranostics  
Parameter Identifiability in Statistical Machine Learning: A Review 期刊论文
NEURAL COMPUTATION, 2017, 卷号: 29, 期号: 5, 页码: 1151-1203
作者:  Ran, Zhi-Yong;  Hu, Bao-Gang
浏览  |  Adobe PDF(466Kb)  |  收藏  |  浏览/下载：325/97  |  提交时间：2017/07/18
Parameter Identifiability  Statistical Machine Learning  
Modeling Heterogeneity in Direct Infectious Disease Transmission in a Compartmental Model 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2016, 卷号: 13, 期号: 3
作者:  Kong, Lingcai;  Wang, Jinfeng;  Han, Weiguo;  Cao, Zhidong
收藏  |  浏览/下载：191/0  |  提交时间：2016/10/20
Infectious Diseases  Heterogeneity  Negative Binomial Distribution  Homogeneous Mixing  Mathematical Models