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Introducing block design in graph neural networks for molecular properties prediction
期刊论文
CHEMICAL ENGINEERING JOURNAL, 2021, 卷号: 414
Authors:
Li, Yuquan
;
Li, Pengyong
;
Yang, Xing
;
Hsieh, Chang-Yu
;
Zhang, Shengyu
;
Wang, Xiaorui
;
Lu, Ruiqiang
;
Liu, HX(刘焕香)
;
Yao, XJ(姚小军)
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Submit date:2021/04/16
Deep learning
Graph algorithms
Large dataset
Learning systems
Neural networks
Quantum theory
Approximate solution
Bioactivity prediction
Graph neural networks
Learning process
Machine learning methods
Many-body quantum systems
Mean absolute error
Molecular properties
Deeplearning
Graphalgorithms
Largedataset
Learningsystems
Neuralnetworks
Quantumtheory
Approximatesolution
Bioactivityprediction
Graphneuralnetworks
Learningprocess
Machinelearningmethods
Many
bodyquantumsystems
Meanabsoluteerror
Molecularproperties
QSPRs for estimating nematic transition temperatures of pyridine-containing liquid crystalline compounds
期刊论文
LIQUID CRYSTALS, 2018, 卷号: 45, 期号: 2, 页码: 238-249
Authors:
Ren, Yueying
;
Zhang, Yongsheng
;
Yao, XJ(姚小军)
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Submit date:2018/09/27
Nematic-isotropic transition temperature
pyridine
DRAGON software
multiple linear regression
support vector machine
projection pursuit regression
Synthesis and quantitative structure-activity relationship (QSAR) study of C7-oxime ester derivatives of obacunone as insecticidal agents
期刊论文
RSC Advances, 2015, 卷号: 5, 期号: 40, 页码: 31700-31707
Authors:
Yu, X
;
Shi, DF
;
Zhi, XY
;
Li, Q
;
Yao, XJ(姚小军)
;
Xu, H
;
Xu, H (reprint author), Northwest A&F Univ, Coll Sci, Res Inst Pesticidal Design & Synth, Yangling 712100, Shaanxi Provinc, Peoples R China.
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Submit date:2017/01/11
Understanding the recognition mechanisms of Z alpha domain of human editing enzyme ADAR1 (hZ alpha(ADAR1)) and various Z-DNAs from molecular dynamics simulation
期刊论文
JOURNAL OF MOLECULAR MODELING, 2014, 卷号: 20, 期号: 11, 页码: -
Authors:
Wang, QQ
;
Li, LL
;
Wang, XT
;
Liu, HX(刘焕香)
;
Yao, XJ(姚小军)
;
Liu, HX (reprint author), Lanzhou Univ, Sch Pharm, Lanzhou 730000, Peoples R China.
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Submit date:2015/12/29
Binding free energy
Molecular dynamics simulation
Protein-DNA interaction
Recognition mechanism
Integrated QSPR models to predict the soil sorption coefficient for a large diverse set of compounds by using different modeling methods
期刊论文
ATMOSPHERIC ENVIRONMENT, 2014, 卷号: 88
Authors:
Shao, YH
;
Liu, JN
;
Wang, MX
;
Shi, LL
;
Yao, XJ(姚小军)
;
Gramatica, P
;
Yao, XJ (reprint author), Lanzhou Univ, Dept Chem, Lanzhou 730000, Peoples R China.
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Submit date:2014/12/05
Soil sorption coefficient
OECD principles
QSPR
Genetic algorithms
LS-SVM
Local lazy regression
Theoretical investigation of phenothiazine-triphenylamine-based organic dyes with different pi spacers for dye-sensitized solar cells
期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2014, 卷号: 123
Authors:
Chen, XM
;
Jia, CY
;
Wan, ZQ
;
Zhang, JQ
;
Yao, XJ(姚小军)
;
Jia, CY (reprint author), Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Sch Microelect & Solid State Elect, Chengdu 610054, Peoples R China.
Adobe PDF(1681Kb)
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Submit date:2014/12/05
Dye-sensitized solar cells (DSSCs)
Potential sensitizer
Starburst electron donor
Different pi spacer
Density functional theory (DFT)
Time-dependent density functional theory (TD-DFT)
Molecular modeling and residue interaction network studies on the mechanism of binding and resistance of the HCV NS5B polymerase mutants to VX-222 and ANA598
期刊论文
ANTIVIRAL RESEARCH, 2014, 卷号: 104
Authors:
Xue, WW
;
Jiao, PZ
;
Liu, HX
;
Yao, XJ(姚小军)
;
Yao, XJ (reprint author), Lanzhou Univ, State Key Lab Appl Organ Chem, Dept Chem, Lanzhou 730000, Peoples R China.
Adobe PDF(3600Kb)
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Submit date:2014/12/05
HCV NS5B polymerase
Mutation-induced drug resistance
Molecular docking
MD simulation
Binding free energy calculation
Residue interaction network
Theoretical Investigations of Tetrathiafulvalene Derivative as Electron Donor in Organic Dye for Dye-Sensitized Solar Cells
期刊论文
ACTA PHYSICO-CHIMICA SINICA, 2014, 卷号: 30, 期号: 2, 页码: 273-280
Authors:
Chen, XM
;
Jia, CY
;
Wan, ZQ
;
Yao, XJ(姚小军)
;
Jia, CY (reprint author), Univ Elect Sci & Technol China, Sch Microelect & Solid State Elect, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China.
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Submit date:2014/12/05
Tetrathiafulvalene
Dye sensitizer
Density functional theory
Time-dependent density functional theory
Dye-sensitized solar cell
四硫富瓦烯
染料敏化剂
密度泛函理论
含时密度泛函理论
染料敏化太阳能电池
Prediction on the Inhibition Ratio of Pyrrolidine Derivatives on Matrix Metalloproteinase Based on Gene Expression Programming
期刊论文
Biomed Research International, 2014, 页码: -
Authors:
Li, YQ
;
You, GR
;
Jia, BX
;
Si, HZ
;
Yao, XJ(姚小军)
;
Li, YQ (reprint author), Taishan Med Univ, Coll Pharm, Tai An 271016, Shandong, Peoples R China.
Adobe PDF(2091Kb)
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Submit date:2015/05/21
Semisynthesis and quantitative structure-activity relationship (QSAR) study of some cholesterol-based hydrazone derivatives as insecticidal agents
期刊论文
BIOORGANIC & MEDICINAL CHEMISTRY LETTERS, 2013, 卷号: 23, 期号: 17
Authors:
Yang, C
;
Shao, YH
;
Zhi, XY
;
Huan, Q
;
Yu, X
;
Yao, XJ(姚小军)
;
Xu, H
;
Xu, H (reprint author), Northwest A&F Univ, Coll Sci, Lab Pharmaceut Design & Synth, Yangling 712100, Shaanxi Provinc, Peoples R China.
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Submit date:2014/12/05
Cholesterol
Insecticidal activity
Botanical insecticide
Structural modification
QSAR
Mythimna separata (Walker)