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Guangya Zhu

Machine learning based approach for the prediction of flow boiling/condensation heat transfer performance in mini channels with serrated fins
2020 · Guangya Zhu, Tao Wen, et al. · International Journal of Heat and Mass Transfer · 100
A review of dew-point evaporative cooling: Recent advances and future development
2022 · Guangya Zhu, Tao Wen, et al. · Applied Energy · 67
Performance analysis of counter-flow regenerative heat and mass exchanger for indirect evaporative cooling based on data-driven model
2017 · Guangya Zhu, Tin-Tai Chow, et al. · Energy and Buildings · 47
Performance evaluation of counter flow dew-point evaporative cooler with a three-dimensional numerical model
2022 · Guangya Zhu, Weijian Chen, et al. · Applied Thermal Engineering · 38
Comparative study on humidified gas turbine cycles with different air saturator designs
2019 · Guangya Zhu, T.T. Chow, et al. · Applied Energy · 37
Parameter study of high-temperature proton exchange membrane fuel cell using data-driven models
2019 · Guangya Zhu, Weiwei Chen, et al. · International Journal of Hydrogen Energy · 33
Experimental study on the thermal and flow characteristics of ZnO/water nanofluid in mini-channels integrated with GA-optimized ANN prediction and CFD simulation
2021 · Tao Wen, Guangya Zhu, et al. · International Journal of Heat and Mass Transfer · 32
Experimental and artificial neural network based study on the heat transfer and flow performance of ZnO-EG/water nanofluid in a mini-channel with serrated fins
2021 · Tao Wen, Guangya Zhu, et al. · International Journal of Thermal Sciences · 31
Short-term load forecasting coupled with weather profile generation methodology
2017 · Guangya Zhu, Tin-Tai Chow, et al. · Building Services Engineering Research and Technology · 28
Design optimisation and performance appraisal of a combined cooling, heating and power system primed with Maisotsenko combustion turbine cycle
2018 · Guangya Zhu, T.T. Chow, et al. · Energy Conversion and Management · 27
Pressure drop of R134a in mini channels with micro pin fins during flow boiling
2022 · Jie Li, Dalin Zhang, et al. · Applied Thermal Engineering · 25
Performance analysis of biogas-fueled maisotsenko combustion turbine cycle
2021 · Guangya Zhu, Tin-Tai Chow, et al. · Applied Thermal Engineering · 24
Design optimization and two-stage control strategy on combined cooling, heating and power system
2019 · Guangya Zhu, Tin-Tai Chow · Energy Conversion and Management · 20
Transfer learning model to predict flow boiling heat transfer coefficient in mini channels with micro pin fins
2023 · Guangya Zhu, Shirui Liu, et al. · International Journal of Heat and Mass Transfer · 19
Maisotsenko power cycle technologies: Research, development and future needs
2023 · Guangya Zhu, Tin-Tai Chow, et al. · Applied Thermal Engineering · 18
Investigation on the Mechanism of Heat Load Reduction for the Thermal Anti-Icing System
2020 · Rongjia Li, Guangya Zhu, et al. · Energies · 15
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Experimental measurement and analytical method for critical temperature of aircraft icing detection failure
2024 · Weijian Chen, Ning Guan, et al. · Applied Thermal Engineering · 13
Modelling of a dew-point effectiveness correlation for Maisotsenko cycle heat and mass exchanger
2019 · Guangya Zhu, Weiwei Chen, et al. · Chemical Engineering and Processing - Process Intensification · 11
Analysis of the failure mechanism of ZnO varistors influenced by high‐resistance media based on multi‐field coupling simulation
2025 · Pengfei Meng, Yue Yin, et al. · High Voltage · 8
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Evaporation characteristics of water droplets on heated surfaces with various coatings and under different wall thermal conditions
2024 · Guangya Zhu, Hao Tang, et al. · Experimental Thermal and Fluid Science · 8
A hybrid multiple sensor fault detection, diagnosis and reconstruction algorithm for chiller plants
2023 · K. F. Fong, C. K. Lee, et al. · Journal of Building Performance Simulation · 8
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Investigation of the flow boiling performance in mini channel with micro pin fin
2023 · Wang Yubing, Jie Li, et al. · Heat and Mass Transfer · 8
Intelligent steam turbine start-up control based on deep reinforcement learning
2025 · Guangya Zhu, Ding Guo, et al. · Energy · 7
High energy absorption capability ZnO varistors with edge pore defects repaired based on multi physics field computational model
2024 · Pengfei Meng, Yue Yin, et al. · Ceramics International · 7
Multi-objective optimization of swirler in gas-liquid cyclone separator for aircraft environment control system
2026 · Kaining Li, Dalin Zhang, et al. · Applied Thermal Engineering · 6
Works count: 43
Citation count: 657
H-index: 15
I10-index: 18
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