Yiyi Zhang

Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology

Nanning, Guangxi

China

SCHOLARLY PAPERS

19

DOWNLOADS

345

TOTAL CITATIONS

13

Scholarly Papers (19)

Gas Sensitivity Study of Early Diagnostic Markers for Lung Cancer Using Mote2 Single Molecular Membranes Doped with Different Tm Atoms:Based on Density Functional Theory

Number of pages: 24 Posted: 06 Feb 2025
Guangxi University, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Wuhan Polytechnic University, Xihua University, Guangxi University - School of Electrical Engineering and Guangxi University
Downloads 31 (1,062,341)

Abstract:

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MoTe2, Lung cancer VOCs, gas-sensitive material, DFT

Gas Sensitivity Study of Early Diagnostic Markers for Lung Cancer Using Mote2 Single Molecular Membranes Doped with Different Tm Atoms:Based on Density Functional Theory

Number of pages: 25 Posted: 21 Apr 2025
Guangxi University, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Wuhan Polytechnic University, Xihua University, Guangxi University - School of Electrical Engineering and Guangxi University
Downloads 12 (1,307,957)

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MoTe2, Lung cancer VOCs, gas-sensitive material, DFT

An Attention-Based Spatio-Temporal Graph Convolutional Network for Gas Concentration Prediction

Number of pages: 21 Posted: 07 Oct 2024
affiliation not provided to SSRN, Guangxi University, Xihua University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University - School of Electrical Engineering, Neijiang Normal University and Guangxi University
Downloads 20 (1,202,930)

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Spatial distribution, Attention mechanism, Spatio-temporal correlation, Gas distribution map, Graph Convolutional Network

An Attention-Based Spatio-Temporal Graph Convolutional Network for Gas Concentration Prediction

Number of pages: 30 Posted: 03 Mar 2025
affiliation not provided to SSRN, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University - School of Electrical Engineering, Xihua University, Neijiang Normal University and Guangxi University
Downloads 19 (1,216,131)

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Spatial distribution, Attention mechanism, Spatio-temporal correlation, Gas distribution map, Graph Convolutional Network

3.

Supervised Drift Sensor Sample Classification Method Based on Meta-Learning

Number of pages: 22 Posted: 30 Aug 2023
Guangxi University, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University - School of Electrical Engineering, Guangxi University, The Guangxi Key Laboratory of Intelligent Control and Maintenance of Power Equipment, Xihua University and Guangxi University
Downloads 36 (981,105)

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Electronic nose, Sensor drift, Meta learning, Learning to learn, Gini value-based approach

4.

An Enhanced Multilayer Res-Informer with Savitzky-Golay Filter for Predicting Mixed Co and Nox Emissions in Gas Turbines

Number of pages: 28 Posted: 20 Jul 2024
Guangxi University, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University - School of Electrical Engineering, Xihua University and Guangxi University
Downloads 26 (1,092,139)

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CO emission, NOx emission, Gas turbine, Savitzky-Golay filters, ProbSparse self-attention

5.

An Electronic Nose for Harmful Gas Early Detection Based on a Hybrid Deep Learning Method H-Crnn

Number of pages: 25 Posted: 27 Jul 2023
Guangxi University, Guangxi University, Guangxi University, Guangxi University, Xihua University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology and Guangxi University
Downloads 20 (1,166,051)
Citation 3

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Electronic Nose, Concentration estimation, Harmful gas analysis, Gated attention mechanism, Shortcut connection

6.

Coo-Snse Monolayer: A High Potential Candidate for Sf6 Characteristic Decomposition Gas Adsorption and Detection

Number of pages: 28 Posted: 30 Dec 2023
Guangxi University, Guangxi University, Wuhan Polytechnic University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University - School of Electrical Engineering and Guangxi University
Downloads 17 (1,202,968)

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Sulfur hexafluoride decomposition gas, Cobalt oxide modified SnSe, DFT, Gas adsorption, Sensor Characteristics

7.

An Empirical Evaluation of Meta Adaptive Residual Network for Classifying Sensor Drift Samples

Number of pages: 25 Posted: 07 Nov 2023
Guangxi University, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University - School of Electrical Engineering, Guangxi University, The Guangxi Key Laboratory of Intelligent Control and Maintenance of Power Equipment, Xihua University and Guangxi University
Downloads 17 (1,202,968)
Citation 1

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Electronic nose, Sensor drift, Meta learning, Learning to learn, Gini value-based approach

8.

Quantum-Level Investigation of Air Decomposed Pollutants Gas Sensor (Pd @ G-C3n4) Influenced by Micro-Water Content

Number of pages: 19 Posted: 06 Feb 2024
Guangxi University, Guangxi University, Neijiang Normal University, Wuhan Polytechnic University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology and Guangxi University - School of Electrical Engineering
Downloads 16 (1,214,996)

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hazardous gases, g-C3N4, Gas adsorption, Gas-sensitive properties, Emission reduction

9.

Ftm-Gcn: A Novel Technique for Gas Concentration Predicting in Space with Sensor Nodes

Number of pages: 29 Posted: 09 Aug 2023
Guangxi University, Guangxi University, Xihua University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University - School of Electrical Engineering and Guangxi University
Downloads 16 (1,214,996)

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Electronic nose, Gas concentration prediction, Multilayer graph convolution, Sptial-temporal correlations, Long term-short term prediction

10.

Tracing Metal Footprints Through Global Renewable-Power Value Chains

Number of pages: 44 Posted: 13 May 2022
Shandong University - Institute of Blue and Green Development, Shandong University - Institute of Blue and Green Development, Chinese Academy of Sciences (CAS) - Key Laboratory of Urban Environment and Health, Shandong University - Institute of Blue and Green Development, Shandong University - Institute of Blue and Green Development, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Shandong University - Institute of Blue and Green Development, University of Maryland, College Park - Department of Geographical Sciences and Shandong University - Institute of Blue and Green Development
Downloads 15 (1,226,925)
Citation 3

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metal footprints, value chains, renewable-power sector, metal efficiency, trade imbalance

11.

Adsorption and Sensing Characteristics of Transition Metal (AU, Fe, Pt, Rh and Cu) Doped Ws2 on Dissolved Gases in Transformer Oil: A Dft Perspective

Number of pages: 23 Posted: 16 Apr 2025
Guangxi University, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Xihua University, Wuhan Polytechnic University and Guangxi University
Downloads 14 (1,238,601)

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gas sensor materials, oil-immersed transformer, DFT, Pt-WS2, Cu-WS2

12.

Co Concentration Prediction in E-Nose Based on Mha-Mscinet

Number of pages: 28 Posted: 01 Aug 2024
affiliation not provided to SSRN, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University - School of Electrical Engineering, Xihua University and Guangxi University
Downloads 14 (1,238,601)

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Electronic nose, Gas concentration prediction, SCINet, Mish, Multi-head attention

13.

Cr2-Modified G-Cn Interface: A Novel Gas Sensitive Material for Decomposition Products of Green Insulating Gas Cf3so2f

Number of pages: 16 Posted: 15 Jan 2024
Guangxi University, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Wuhan Polytechnic University, Xihua University, Neijiang Normal University and Guangxi University
Downloads 14 (1,238,601)
Citation 1

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Cr2 dimer, g-CN, gas adsorption, gas-sensitive, green gas

14.

Crn (N=1-4) Clustered (8,0)Single-Walled Cnt: Comparison of Gas-Sensitive Properties to Air Discharge Pollutants (Co, Nox)

Number of pages: 35 Posted: 11 Sep 2023
Guangxi University, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University - School of Electrical Engineering, Wuhan Polytechnic University and Guangxi University
Downloads 13 (1,250,214)
Citation 4

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Air discharge pollutants, Single-walled CNT, Geometric structure, Gas Adsorption, DFT

15.

Quantum-Level Investigation of Adsorption and Gas-Sensing Properties of Greenhouse Gases (Co2, Ch4, N2o, Sf6) at Their Surface Interfaces by Four Modified Hfse2 Monolayers

Number of pages: 27 Posted: 08 May 2025
Guangxi University, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Xihua University, Wuhan Polytechnic University and Guangxi University
Downloads 10 (1,281,364)

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Greenhouse gases, DFT, HfSe2 monolayers, adsorption and sensing

16.

Diff-Msvae: A Generative Prediction System for Reliable Long-Term Multivariate Air Quality Forecasting

Number of pages: 30 Posted: 27 Mar 2025
Guangxi University, Guangxi University, Guangxi University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University - School of Electrical Engineering and Xihua University
Downloads 10 (1,281,364)

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Air quality forecasts, Long-term multivariate forecasting, Feature engineering, Diffusion Models, Variational Autoencoder

17.

A Machine Learning Feature Descriptor Approach: Revealing Potential Adsorption Mechanisms for Sf6 Decomposition Product Gas-Sensitive Materials

Number of pages: 23 Posted: 01 Oct 2024
Guangxi University, Guangxi University, Wuhan Polytechnic University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University - School of Electrical Engineering, Neijiang Normal University and Guangxi University
Downloads 10 (1,281,364)

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machine learning, gas-sensitive material, SF6, screening model, adsorption.

18.

A Co Concentration Prediction Method for Electronic Nose Based on Trellisnet with Gated Recurrent Unit and Dilated Convolution

Number of pages: 19 Posted: 07 Nov 2023
Guangxi University, Guangxi University, Guangxi University, Xihua University, Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University, The Guangxi Key Laboratory of Intelligent Control and Maintenance of Power Equipment and Guangxi University
Downloads 10 (1,281,364)
Citation 1

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Electronic nose, CO concentration prediction, Gated recurrent unit, Dilated convolution

19.

Interpretable Machine Learning Descriptor Methods for Probing the Physicochemical Mechanisms of Adsorption Processes of Air Decomposition Components

Number of pages: 46 Posted: 16 May 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Guangxi University, Guangxi University and Guangxi University - Guangxi Key Laboratory of Power System Optimization and Energy Technology
Downloads 5 (1,318,635)

Abstract:

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Machine Learning, Gas Adsorption, Density Functional Theory, interpretability, SHAP analysis, XGBoost