Concepedia

Qianxiao Li

QL

36

Publications

1.9K

Citations

20

H-Index

2015

Active since

Affiliations

National University of Singapore(Current)

Agency for Science, Technology and Research

Institute of High Performance Computing

Institute of Materials Research and Engineering

Massachusetts Institute of Technology

Qianxiao Li is an author at National University of Singapore specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningRobot LearningMaterial ScienceChemistryData ScienceArtificial IntelligenceNatural Sciences

Publications per year

2015–2024

36

Publications

36

Extended dynamic mode decomposition with dictionary learning: A data-driven adaptive spectral decomposition of the Koopman operator

Qianxiao Li, Felix Dietrich, Erik M. Bollt et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2017 · 422 citations · Full text

Two-step machine learning enables optimized nanoparticle synthesis

Flore Mekki‐Berrada, Zekun Ren, Tan Huang et al. · npj Computational Materials · 2021 · 211 citations · Full text

Nanoparticles, Artificial Intelligence, Engineering +18

An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties

Zekun Ren, Siyu Tian, Juhwan Noh et al. · Matter · 2021 · 161 citations · Full text

Materials Science, Inorganic Chemistry, Crystal Structure +10

Maximum Principle Based Algorithms for Deep Learning

Qianxiao Li, Long Chen, Cheng Tai et al. · 2018 · 119 citations

Geometric Learning, Engineering, Machine Learning +10

Machine learning enables polymer cloud-point engineering via inverse design

Jatin Kumar, Qianxiao Li, Karen Yuanting Tang et al. · npj Computational Materials · 2019 · 93 citations · Full text

Rows per page

1–5 of 36