Qianxiao Li

Citeret af

	Alle	Siden 2020
Henvisninger	3270	3025
h-index	25	25
i10-indeks	42	41

900

450

225

675

20172018201920202021202220232024202516 79 132 304 433 540 705 899 131

Offentlig adgang

Se alle

45 artikler

0 artikler

tilgængelige

ikke tilgængelige

Baseret på krav i forbindelse med finansiering

Medforfattere

Weinan EProfessor of Mathematics, Princeton UniversityVerificeret mail på math.princeton.edu
Tonio BuonassisiMassachusetts Institute of TechnologyVerificeret mail på mit.edu
ZEKUN RENSingapore MIT Alliance for Research and TechnologyVerificeret mail på smart.mit.edu
Kedar HippalgaonkarNanyang Technological University (MSE), A*STAR (IMRE)Verificeret mail på ntu.edu.sg
Siyu Isaac Parker TianPhD, National University of SingaporeVerificeret mail på u.nus.edu
Ioannis KevrekidisProfessor, Chemical Engineering & Applied MathematicsVerificeret mail på jhu.edu
Felix DietrichProfessor for Physics-Enhanced Machine Learning, Technical University of MunichVerificeret mail på tum.de
Cheng TaiMoqi,Inc.Verificeret mail på moqi.ai
Daniil BashNational University of SingaporeVerificeret mail på u.nus.edu
Saif A KhanProfessor, National University of SingaporeVerificeret mail på nus.edu.sg
Zuowei ShenNational University of SingaporeVerificeret mail på nus.edu.sg
Prof Armin ABERLENational University of SingaporeVerificeret mail på nus.edu.sg
Felipe OviedoMITVerificeret mail på mit.edu
Erik BolltClarkson UniversityVerificeret mail på clarkson.edu
Jiequn HanFlatiron Institute, Simons FoundationVerificeret mail på flatironinstitute.org
Yee-Fun LimInstitute of Sustainability for Chemicals, Energy and EnvironmentVerificeret mail på isce2.a-star.edu.sg
Xiaonan Wang (王笑楠)Tsinghua University & National University of SingaporeVerificeret mail på tsinghua.edu.cn
Zhong LiMicrosoft Research AsiaVerificeret mail på microsoft.com
Yongqiang CaiBeijing Normal UniversityVerificeret mail på bnu.edu.cn
Ting LinSchool of Mathematical Sciences, Peking UniversityVerificeret mail på pku.edu.cn

Følg

Qianxiao Li

Assistant Professor, Department of Mathematics and Institute for Functional Intelligent Materials

Verificeret mail på nus.edu.sg - Startside

applied mathematics machine learning scientific computing control theory materials science


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
Extended dynamic mode decomposition with dictionary learning: A data-driven adaptive spectral decomposition of the Koopman operator Q Li, F Dietrich, EM Bollt, IG Kevrekidis Chaos: An Interdisciplinary Journal of Nonlinear Science 27 (10), 2017	476	2017
Stochastic modified equations and adaptive stochastic gradient algorithms Q Li, C Tai, W E Proceedings of the 34th International Conference on Machine Learning 70 …, 2017	351	2017
Maximum Principle Based Algorithms for Deep Learning Q Li, L Chen, C Tai, W E Journal of Machine Learning Research 18 (165), 1-29, 2018	254	2018
Stochastic modified equations and dynamics of stochastic gradient algorithms i: Mathematical foundations Q Li, C Tai, E Weinan Journal of Machine Learning Research 20 (40), 1-47, 2019	192	2019
An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties Z Ren, SIP Tian, J Noh, F Oviedo, G Xing, J Li, Q Liang, R Zhu, AG Aberle, ... Matter 5 (1), 314-335, 2022	177*	2022
A mean-field optimal control formulation of deep learning E Weinan, J Han, Q Li Research in the Mathematical Sciences 6 (1), 1-41, 2019	163	2019
Two-step machine learning enables optimized nanoparticle synthesis F Mekki-Berrada, Z Ren, T Huang, WK Wong, F Zheng, J Xie, IPS Tian, ... npj Computational Materials 7 (1), 55, 2021	156	2021
Deep learning via dynamical systems: An approximation perspective Q Li, T Lin, Z Shen Journal of the European Mathematical Society 25 (5), 1671-1709, 2023	118	2023
An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks Q Li, S Hao Proceedings of the 35th International Conference on Machine Learning 80 …, 2018	97	2018
Knowledge-integrated machine learning for materials: lessons from gameplaying and robotics K Hippalgaonkar, Q Li, X Wang, JW Fisher III, J Kirkpatrick, T Buonassisi Nature Reviews Materials 8 (4), 241-260, 2023	91	2023
Computing committor functions for the study of rare events using deep learning Q Li, B Lin, W Ren The Journal of Chemical Physics 151 (5), 2019	84	2019
Machine learning enables polymer cloud-point engineering via inverse design JN Kumar, Q Li, KYT Tang, T Buonassisi, AL Gonzalez-Oyarce, J Ye npj Computational Materials 5 (1), 73, 2019	62	2019
Challenges and opportunities of polymer design with machine learning and high throughput experimentation JN Kumar, Q Li, Y Jun Mrs Communications 9 (2), 537-544, 2019	62	2019
Noisy Hegselmann-Krause systems: phase transition and the 2r-conjecture C Wang, Q Li, W E, B Chazelle Journal of Statistical Physics 166 (5), 1209-1225, 2017	58	2017
OnsagerNet: Learning stable and interpretable dynamics using a generalized Onsager principle H Yu, X Tian, W E, Q Li Physical Review Fluids 6 (11), 114402, 2021	55	2021
Well-posedness of the limiting equation of a noisy consensus model in opinion dynamics B Chazelle, Q Jiu, Q Li, C Wang Journal of Differential Equations 263 (1), 365-397, 2017	51	2017
Prediction of interstitial diffusion activation energies of nitrogen, oxygen, boron and carbon in bcc, fcc, and hcp metals using machine learning Y Zeng, Q Li, K Bai Computational Materials Science 144, 232-247, 2018	50	2018
Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics Z Ren, F Oviedo, M Thway, SIP Tian, Y Wang, H Xue, JD Perea, ... npj Computational Materials 6 (1), 1-9, 2020	47	2020
A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent Y Cai, Q Li, Z Shen International Conference on Machine Learning, 882-890, 2019	46	2019
Multi‐fidelity high‐throughput optimization of electrical conductivity in P3HT‐CNT composites D Bash, Y Cai, V Chellappan, SL Wong, X Yang, P Kumar, JD Tan, ... Advanced Functional Materials 31 (36), 2102606, 2021	45	2021

Systemet kan ikke foretage handlingen nu. Prøv igen senere.

Artikler 1–20

Henvisninger pr. år

Dublerede henvisninger

Flettede henvisninger

Tilføj medforfattereMedforfattere

Følg

Citeret af

Medforfattere