Qianxiao Li

Cytowane przez

	Wszystkie	Od 2020
Cytowania	3244	2999
h-indeks	25	25
i10-indeks	42	41

920

460

230

690

20172018201920202021202220232024202516 79 132 303 433 540 702 909 99

Dostęp publiczny

Wyświetl wszystko

45 artykułów

0 artykułów

dostępne

niedostępne

Objęte finansowaniem

Współautorzy

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

Obserwuj

Qianxiao Li

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

Zweryfikowany adres z nus.edu.sg - Strona główna

applied mathematics machine learning scientific computing control theory materials science


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
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	474	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	348	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	253	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	191	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	175*	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	152	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	116	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	95	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	90	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	83	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
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
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	49	2017
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
On matching, and even rectifying, dynamical systems through Koopman operator eigenfunctions EM Bollt, Q Li, F Dietrich, I Kevrekidis SIAM Journal on Applied Dynamical Systems 17 (2), 1925-1960, 2018	45	2018

Nie można teraz wykonać tej operacji. Spróbuj ponownie później.

Prace 1–20

Cytowania rocznie

Powielone cytowania

Scalone cytowania

Dodaj współautorówWspółautorzy

Obserwuj

Cytowane przez

Współautorzy