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An integrated computational methodology with data-driven machine learning, molecular modeling and PBPK modeling to accelerate solid dispersion formulation design Journal article
European Journal of Pharmaceutics and Biopharmaceutics, 2021,Volume: 158,Page: 336-346
Authors:  Gao,Hanlu;  Wang,Wei;  Dong,Jie;  Ye,Zhuyifan;  Ouyang,Defang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/02
Dissolution profile  Machine learning  molecular dynamics (MD) simulations  Pharmacokinetic modeling  Solid dispersion  
Development of a Highly Water-Soluble Lycopene Cyclodextrin Ternary Formulation by the Integrated Experimental and Modeling Techniques Journal article
AAPS PharmSciTech, 2021,Volume: 22,Issue: 1
Authors:  Ma,Yan;  Zhong,Liuting;  Peng,Zhuo;  Liu,Xinyang;  Ouyang,Defang;  Guan,Shixia
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/02
bioavailability  hot-melt extrusion  lycopene  molecular dynamics simulation  ternary formulation  
Real-time system identification using hierarchical interhealing model classes Journal article
Structural Control and Health Monitoring, 2020,Volume: 27,Issue: 12
Authors:  Yuen,Ka Veng;  Dong,Le
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Bayesian inference  extended Kalman filter  hierarchical algorithm  interhealing  real-time  structural health monitoring  
A robust surrogate model of a solid oxide cell based on an adaptive polynomial approximation method Journal article
International Journal of Hydrogen Energy, 2020,Volume: 45,Issue: 58,Page: 32949-32971
Authors:  Yingtian Chi;  Yiwei Qiu;  Jin Lin;  Yonghua Song;  Wenying Li;  Qiang Hu;  Shujun Mu;  Min Liu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/04/29
Solid Oxide Cell  Modeling  Adaptive Polynomial Approximation  Experiments  Data-driven  
Broad learning for nonparametric spatial modeling with application to seismic attenuation Journal article
Computer-Aided Civil and Infrastructure Engineering, 2020,Volume: 35,Issue: 3,Page: 203-218
Authors:  Kuok,Sin Chi;  Yuen,Ka Veng
Favorite |  | TC[WOS]:9 TC[Scopus]:9 | Submit date:2021/03/09
An integrative multi-omics approach uncovers the regulatory role of CDK7 and CDK4 in autophagy activation induced by silica nanoparticles Journal article
Autophagy, 2020
Authors:  Ruan,Chen;  Wang,Chenwei;  Gong,Xuanqing;  Zhang,Ying;  Deng,Wankun;  Zhou,Jiaqi;  Huang,Dengtong;  Wang,Zining;  Zhang,Qiong;  Guo,Anyuan;  Lu,Jiahong;  Gao,Jinhao;  Peng,Di;  Xue,Yu
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/02
Autophagy  CDK4  CDK7  phosphoproteomics  protein kinase  silica nanoparticles  
Assessing the ability of self-attention networks to learn word order Conference paper
ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
Authors:  Yang,Baosong;  Wang,Longyue;  Wong,Derek F.;  Chao,Lidia S.;  Tu,Zhaopeng
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2021/03/11
Meta-Learning based Dynamic Computation Task Offloading for Mobile Edge Computing Networks Journal article
IEEE Communications Letters, 2020
Authors:  Huang,Liang;  Zhang,Luxin;  Yang,Shicheng;  Qian,Li Ping;  Wu,Yuan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
computation offloading  Computational modeling  deep learning  Delays  Heuristic algorithms  meta-learning  Mobile-edge computing  Servers  Task analysis  Training  Wireless communication  
Optimal Control of AGC Systems Considering Non-Gaussian Wind Power Uncertainty Journal article
IEEE Transactions on Power Systems, 2019,Volume: 34,Issue: 4,Page: 2730-2743
Authors:  Chen,Xiaoshuang;  Lin,Jin;  Liu,Feng;  Song,Yonghua
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Automatic Generation Control  Itô Theory  Non-gaussian Distribution  Stochastic Control  Stochastic Differential Equation  Wind Power Uncertainty  
Data-Driven Chance-Constrained Regulation Capacity Offering for Distributed Energy Resources Journal article
IEEE Transactions on Smart Grid, 2019,Volume: 10,Issue: 3,Page: 2713-2725
Authors:  Hongcai Zhang;  Zechun Hu;  Eric Munsing;  Scott J. Moura;  Yonghua Song
Favorite |  | TC[WOS]:10 TC[Scopus]:14 | Submit date:2019/06/03
Data-driven Distributionally Robust Chance-constraint  Distributed Energy Resources  Regulation Service  Risk-averse