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Jie Zhang

Newcastle University

Newcastle upon Tyne

NE1 7RU

United Kingdom

  • Newcastle University

SCHOLARLY PAPERS

4

DOWNLOADS

215

TOTAL CITATIONS

3

Scholarly Papers (4)

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1.

Innovative Valorization of Agricultural Waste for Enhanced Adsorption Efficiency of Organic Pollutants: Leveraging Density Functional Theory, Molecular Dynamics Simulations, and Advanced Artificial Intelligence Techniques (Ann_Fdb-Lfd, Svm_Fdb-Lfd, Gpr_Fdb-Lfd, and Knn_Fdb-Lfd)

Number of pages: 70 Posted: 18 Jun 2024
Oumnia Rayane Benkouachi, Abdallah BOUGUETTOUCHA, Hichem Tahraoui, Derradji Chebli, Salah KNANI, Mohammed Kebir, Jie Zhang and Abdeltif Amrane
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Northern Border University, affiliation not provided to SSRN, Newcastle University and Université de Rennes 1 - CNRS ISCR (Institut des Sciences Chimiques de Rennes) UMR 6226
Downloads 96 (709,832)
Citation 3

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Adsorption, Biomass, methylene blue, molecular dynamics simulations, Artificial intelligence, Improved Levy Flight Distribution Algorithm

2.

Unlocking the Potential of Second-Life Batteries: A Nonlinear Frequency and Machine Learning Approach to Health Prediction

Number of pages: 47 Posted: 12 Mar 2025
Ma'd El-dalahmeh, Ze Hui, Jie Zhang and Mohamed Mamlouk
affiliation not provided to SSRN, affiliation not provided to SSRN, Newcastle University and Newcastle University
Downloads 45 (1,145,425)

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Lithium-ion battery, nonlinear frequency response analysis, electrochemical impedance spectroscopy, second life application, machine learning, LSTM, NARX.

3.

Data-Driven Evaluation of Electrochemical Impedance Spectroscopy for Battery State-of-Health Diagnosis

Number of pages: 11 Posted: 16 Jan 2024
Ama Baduba ASIEDU-ASANTE, Mohamed Mamlouk, Jie Zhang, Volker Pickert and Charalampos Tsimenidis
Newcastle University, Newcastle University, Newcastle University, Newcastle University and Nottingham Trent University
Downloads 43 (1,157,785)

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Electrochemical Impedance Spectroscopy, Principal Component Analysis, State-of-Health, battery, T2 statistic, SPE statistic

4.

A Reliable Data-Driven Modelling and Optimisation Strategy for Batch Processes Using Bootstrap Aggregated Deep Belief Networks

Number of pages: 28 Posted: 19 Aug 2025
Changhao Zhu and Jie Zhang
Tangshan University and Newcastle University
Downloads 31 (1,304,549)

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Batch processes, Optimisation control, Deep belief network, Data-driven modelling