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Qianxiao Li

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Full Name
Qianxiao Li
Main Affiliation
 
Faculty
 
Email
matlq@nus.edu.sg
 

Publications

Results 1-13 of 13 (Search time: 0.014 seconds).

Issue DateTitleAuthor(s)
13-Mar-2019A Mean-Field Optimal Control Formulation of Deep LearningWeinan, E; Han, Jiequn; Li, Qianxiao 
26-Dec-2018An Emergent Space for Distributed Data with Hidden Internal Order through Manifold Learning.Kemeth, Felix P; Haugland, Sindre W; Dietrich, Felix; Bertalan, Tom; Höhlein, Kevin; Li, Qianxiao ; Bollt, Erik M; Talmon, Ronen; Krischer, Katharina; Kevrekidis, Ioannis G
31-Dec-2020Author Correction: Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics (npj Computational Materials, (2020), 6, 1, (9), 10.1038/s41524-020-0277-x)Ren, Z ; Oviedo, F; Thway, M ; Tian, SIP; Wang, Y ; Xue, H ; Perea, JD; Layurova, M; Heumueller, T; Birgersson, E ; Aberle, AG ; Brabec, CJ; Stangl, R ; Li, Q ; Sun, S; Lin, F ; Peters, IM ; Buonassisi, T
41-Jul-2021Cyber–Physical Production Systems for Data-Driven, Decentralized, and Secure Manufacturing—A PerspectiveSuvarna, Manu ; Yap, Ken Shaun; Yang, Wentao; Li, Jun; Ng, Yen Ting; Wang, Xiaonan 
531-Jan-2020Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaicsRen, Z. ; Oviedo, F.; Thway, M. ; Tian, S.I.P.; Wang, Y.; Xue, H. ; Dario Perea, J.; Layurova, M.; Heumueller, T.; Birgersson, E. ; Aberle, A.G. ; Brabec, C.J.; Stangl, R. ; Li, Q. ; Sun, S.; Lin, F. ; Peters, I.M.; Buonassisi, T.
61-Jan-2021Erratum: Achieving a low-carbon future through the energy-chemical nexus in China (Sustainable Energy Fuels (2020) 4 (6141–6155) DOI: 10.1039/D0SE01337D)Li, Yinan; Lan, Song ; Javier Perez-Ramirez ; Wang, Xiaonan 
71-Nov-2021Meta-analysis of the strategies for self-healing and resilience in power systemsShittu, Ekundayo; Tibrewala, Abhijai; Kalla, Swetha; Wang, Xiaonan 
81-Mar-2017Noisy Hegselmann-Krause Systems: Phase Transition and the 2R-ConjectureWang, Chu; LI, QIANXIAO ; Weinan, E; Chazelle, Bernard
98-Mar-2018On Matching, and Even Rectifying, Dynamical Systems through Koopman Operator EigenfunctionsBollt, Erik M; Li, Qianxiao ; Dietrich, Felix; Kevrekidis, Ioannis
101-Jan-2021Online prediction of mechanical properties of hot rolled steel plate using machine learningXie, Qian; Suvarna, Manu ; Li, Jiali ; Zhu, Xinzhe ; Cai, Jiajia; Wang, Xiaonan 
111-Aug-2021Planning urban energy systems adapting to extreme weatherJing, Rui; Wang, Xiaonan ; Zhao, Yingru; Zhou, Yue; Wu, Jianzhong; Lin, Jianyi
1213-Jul-2023Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin FilmsTian, Siyu Isaac Parker; Ren, Zekun ; Venkataraj, Selvaraj ; Cheng, Yuanhang ; Bash, Daniil; Oviedo, Felipe; Jayavelu, Senthilnath; Chellappan, Vijila ; Lim, Yee-Fun; Aberle, Armin Gerhard ; MacLeod, Benjamin P; Parlane, Fraser GL; Berlinguette, Curtis P; Li, Qianxiao ; Buonassisi, Tonio; Liu, Zhe 
1320-Apr-2021Two-step machine learning enables optimized nanoparticle synthesisMekki-Berrada, Flore ; Ren, Zekun; Huang, Tan ; Wong, Wai Kuan ; Zheng, Fang ; Xie, Jiaxun ; Tian, Isaac Parker Siyu; Jayavelu, Senthilnath; Mahfoud, Zackaria; Bash, Daniil; Hippalgaonkar, Kedar; Khan, Saif ; Buonassisi, Tonio; Li, Qianxiao ; Wang, Xiaonan