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A hybrid framework for improving uncertainty quantification in deep learning-based QSAR regression modeling
期刊论文
JOURNAL OF CHEMINFORMATICS, 2021, 卷号: 13, 期号: 1, 页码: 17
作者:
Wang, Dingyan
;
Yu, Jie
;
Chen, Lifan
;
Li, Xutong
;
Jiang, Hualiang
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2021/11/04
Uncertainty quantification
Quantitative structure-activity relationship
Bayesian neural network
Applicability domain
Bayesian inference
Error prediction
Artificial intelligence
The critical factors affecting typical organophosphate flame retardants to mimetic biomembrane: An integrated in vitro and in silico study
期刊论文
CHEMOSPHERE, 2019, 卷号: 226, 页码: 159-165
作者:
Wang, XQ
;
Meng, XJ
;
Li, F
;
Ding, JW
;
Ji, CL
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2020/07/08
Organophosphate flame retardants (OPFRs)
Quantitative structure-activity relationship (QSAR)
Mimetic biomembrane
Electrochemical impedance spectroscopy (EIS)
Partial least squares (PLS)
Identification of potential AMPK activator by pharmacophore modeling, molecular docking and QSAR study
期刊论文
COMPUTATIONAL BIOLOGY AND CHEMISTRY, 2019, 卷号: 79, 页码: 165-176
作者:
Li, Yingying
;
Peng, Jiale
;
Li, Penghua
;
Du, Haibo
;
Li, Yaping
收藏
  |  
浏览/下载:65/0
  |  
提交时间:2019/07/29
Pharmacophore modeling
Molecular docking
Quantitative structure activity relationship (QSAR)
Molecular dynamics
AMPK
Activator
Development of Prediction Models on Base-Catalyzed Hydrolysis Kinetics of Phthalate Esters with Density Functional Theory Calculation
期刊论文
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2019, 卷号: 53, 页码: 5828-5837
作者:
Xu, Tong
;
Chen, Jingwen
;
Wang, Zhongyu
;
Tang, Weihao
;
Xia, Deming
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2019/12/02
Catalysis
Esters
Forecasting
Hydrolysis
Kinetics
Rate constants, Base-catalyzed hydrolysis
Density functional theory methods
Environmental persistences
Experimental determination
High production volumes
Quantitative structure activity relationship
Rate determining step
Second-order rate constants, Density functional theory, article
catalysis
density functional theory
half life time
hydrolysis kinetics
prediction
quantitative structure activity relation
rate constant
Modeling adsorption of organic pollutants onto single-walled carbon nanotubes with theoretical molecular descriptors using MLR and SVM algorithms
期刊论文
CHEMOSPHERE, 2019, 卷号: 214, 页码: 79-84
作者:
Wang, Ya
;
Chen, Jingwen
;
Tang, Weihao
;
Xia, Deming
;
Liang, Yuzhen
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2019/12/02
Adsorption equilibrium coefficient (logK)
Theoretical (in silico) molecular structure descriptors
Quantitative structure-activity relationship
Multiple linear regression (MLR)
Support vector machine (SVM)
Mechanism and predictive model development of reaction rate constants for N-center radicals with O2
期刊论文
Chemosphere, 2019, 卷号: 237, 页码: 124411
作者:
Liu Cong
;
Ma Fangfang
;
Elm Jonas
;
Fu Zihao
;
Tang Weihao
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/02
N-Center radicals,Quantitative structure-activity relationship,Reaction mechanism,Reaction rate constants
Development of a nano-QSPR model to predict band gaps of spherical metal oxide nanoparticles
期刊论文
RSC ADVANCES, 2019, 卷号: 9, 页码: 8426-8434
作者:
Wang, Jiaxing
;
Wang, Ya
;
Huang, Yang
;
Peijnenburg, Willie J. G. M.
;
Chen, Jingwen
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/02
Ecology
Energy gap
Metal nanoparticles
Metallic compounds
Quantum chemistry, Anti-bacterial activity
Experimental determination
Metal oxide nanoparticles
Potential ecological risk
Predictive abilities
Quantitative structure-property relationship models
Quantum chemistry computations
Structural descriptors, Metals
Rate constants of hydroxyl radicals reaction with different dissociation species of fluoroquinolones and sulfonamides: Combined experimental and QSAR studies
期刊论文
WATER RESEARCH, 2019, 卷号: 166, 页码: 115083
作者:
Luo, Xiang
;
Wei, Xiaoxuan
;
Chen, Jingwen
;
Xie, Qing
;
Yang, Xianhai
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Antibiotics
Dissociation forms
Hydroxyl radicals
Reaction rate constants
Quantitative structure-activity relationship (QSAR)
Design of environmentally friendly neonicotinoid insecticides with bioconcentration tuning and Bi-directional selective toxic effects
期刊论文
Journal of Cleaner Production, 2019, 卷号: Vol.221, 页码: 113-121
作者:
Yuanyuan Zhao
;
Yu Li
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/17
New pesticide
Molecule modification
Three-dimensional quantitative structure–activity relationship
Two-dimensional quantitative structure–activity relationship
Homology modeling
Molecular docking
Combined QSAR/QSPR and molecular docking study on fluoroquinolones to reduce biological enrichment.
期刊论文
Computational biology and chemistry, 2019, 卷号: Vol.79, 页码: 177-184
作者:
Xiaohui Zhao
;
Yuanyuan Zhao
;
Zhixing Ren
;
Yu Li
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/17
Fluoroquinolone
Molecular docking
Molecule modification
Octanol-water partition coefficient
Three-dimensional quantitative structure–activity relationship
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