Wen-Hua  Sun

Prof. Wen-Hua Sun

Beijing National Laboratory for Molecular Science; Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China; University of Chinese Academy of Sciences
orcid

Research Focus & Metrics

Academic Career Length

35Years (1992-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 November 2017 in Coordination Chemistry Reviews
Verified
Journal Article
Closed access
ZWZheng Wang
Zheng Wang
QLQingbin Liu
Qingbin Liu
Gregory SolanGregory Solan
Gregory Solan
Wen-Hua  SunWen-Hua Sun
Wen-Hua Sun

24 December 2019 in ACS Omega
Verified
Journal Article
Open access
Wenhong YangWenhong Yang
Wenhong Yang
TFTimothy Tizhe Fidelis
Timothy Tizhe Fidelis
Wen-Hua  SunWen-Hua Sun
Wen-Hua Sun
Recently, machine learning (ML) methods have gained popularity and have performed as powerfully predictive tools in various areas of academic and industrious activities. In comparison, their application in catalysis has been underdeveloped. Relying on the rapid development of different algorithms and their implementation, it is the right timing to harvest the potential of ML in catalysis across academy and industry spectra. Herein, we discuss the current applications in the field of homogeneous and heterogeneous catalysis by using various ML approaches. To the best of our knowledge, modern statistical learning techniques will be a strong tool for computational optimization and discovery. This in turn will accurately extract the underlying mechanism in the model that converts readily available data and precatalysts into their promising and useful ones.

22 March 2011 in Organometallics
Verified
Journal Article
Closed access
HLHao Liu
Hao Liu
WZWeizhen Zhao
Weizhen Zhao
XHXiang Hao
Xiang Hao
CRCarl Redshaw
Carl Redshaw
WHWei Huang
Wei Huang
Wen-Hua  SunWen-Hua Sun
Wen-Hua Sun

1 May 2018 in Coordination Chemistry Reviews
Verified
Journal Article
Open access
Zheng WangZheng Wang
Zheng Wang
Gregory SolanGregory Solan
Gregory Solan
WZWenjuan Zhang
Wenjuan Zhang
Wen-Hua  SunWen-Hua Sun
Wen-Hua Sun

1 July 2015 in ACS Catalysis
Verified
Journal Article
Closed access
ZFZygmunt Flisak
Zygmunt Flisak
Wen-Hua  SunWen-Hua Sun
Wen-Hua Sun

24 December 2005 in Organometallics
Verified
Journal Article
Closed access
Wen-Hua  SunWen-Hua Sun
Wen-Hua Sun
SJSuyun Jie
Suyun Jie
SZShu Zhang
Shu Zhang
WZWen Zhang
Wen Zhang
YSYingxia Song
Yingxia Song
RFRoland Fröhlich
Roland Fröhlich