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A practical approach to flow field reconstruction with sparse or incomplete data through physics informed neural network

Acta mechanica Sinica, 2023-03, Vol.39 (3), Article 322302

English ed., 2023

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Instability analysis under part-load conditions in centrifugal pump

Journal of Mechanical Science and Technology, 2019, 33(1), , pp.269-278

2019

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Experimental and numerical investigations into flow features in an intake duct for the waterjet propulsion under mooring conditions

Acta mechanica Sinica, 2021-05, Vol.37 (5), p.826-843

English ed., 2021

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Investigation of flow instability characteristics in a low specific speed centrifugal pump using a modified partially averaged Navier–Stokes model

Proceedings of the Institution of Mechanical Engineers. Part A, Journal of power and energy, 2019-11, Vol.233 (7), p.834-848

2019

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Multi-objective optimization of a mixed-flow pump impeller using modified NSGA-II algorithm

Science China. Technological sciences, 2015-12, Vol.58 (12), p.2122-2130

2015

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Numerical investigation of cavitation-vortex interaction in a mixed-flow waterjet pump

Journal of Mechanical Science and Technology, 2015, 29(9), , pp.3707-3716

2015

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Numerical simulation of the transient cavitating turbulent flows around the Clark-Y hydrofoil using modified partially averaged Navier-Stokes method

Journal of Mechanical Science and Technology, 2017, 31(6), , pp.2849-2859

2017

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Dynamic mode decomposition and reconstruction of transient cavitating flows around a Clark-Y hydrofoil

Theoretical and applied mechanics letters, 2020-07, Vol.10 (5), p.327-332

2020

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Instability analysis for a centrifugal pump with straight inlet pipe using partially averaged Navier–Stokes model

Proceedings of the Institution of Mechanical Engineers. Part A, Journal of power and energy, 2021-03, Vol.235 (2), p.211-226

2021

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Numerical Investigation on the Ventilated Supercavity around a Body under Free Surface Effect

Journal of marine science and engineering, 2023-04, Vol.11 (5), p.912

2023

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Unstable flow characteristics in a pump-turbine simulated by a modified Partially-Averaged Navier-Stokes method

Science China. Technological sciences, 2019-03, Vol.62 (3), p.406-416

2019

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Cavitation shedding dynamics around a hydrofoil simulated using a filter-based density corrected model

Science China. Technological sciences, 2015-05, Vol.58 (5), p.864-869

2015

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LES investigation into the cavity shedding dynamics and cavitation–vortex interaction around a surface-piercing hydrofoil

Physics of fluids (1994), 2022-12, Vol.34 (12)

2022

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Numerical investigations of the energy performance and pressure fluctuations for a waterjet pump in a non-uniform inflow

Renewable energy, 2020-06, Vol.153, p.1042-1052

2020

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Physics-informed neural networks for phase-field method in two-phase flow

Physics of fluids (1994), 2022-05, Vol.34 (5)

2022

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Investigations into the ventilated cavities around a surface-piercing hydrofoil at high Froude numbers

Physics of fluids (1994), 2022-04, Vol.34 (4)

2022

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Multi-objective optimization of the flush-type intake duct for a waterjet propulsion system

Ocean engineering, 2019-09, Vol.187, p.106172, Article 106172

2019

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Energy performance prediction of the centrifugal pumps by using a hybrid neural network

Energy (Oxford), 2020-12, Vol.213, p.119005, Article 119005

2020

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Experimental study on the mechanism of cavitation-induced ventilation

International journal of multiphase flow, 2024-01, Vol.170, p.104633, Article 104633

2024

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Dynamic mode decomposition and reconstruction of the transient propeller wake under a light loading condition

Ocean engineering, 2023-02, Vol.269, p.113532, Article 113532

2023

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Research on ventilation and supercavitation mechanism of high-speed surface-piercing hydrofoil

Physics of fluids (1994), 2022-02, Vol.34 (2)

2022

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Data-driven turbulence model for unsteady cavitating flow

Physics of fluids (1994), 2023-01, Vol.35 (1)

2023

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Numerical investigations into the ventilation elimination mechanism of a surface-piercing hydrofoil

Ocean engineering, 2022-01, Vol.243, p.110225, Article 110225

2022

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Space-time frequency spectra analyses of the unsteady cavitating vortical flows inside a mixed-flow pump

Ocean engineering, 2021-10, Vol.238, p.109758, Article 109758

2021

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Mechanism analyses of the unsteady vortical cavitation behaviors for a waterjet pump in a non-uniform inflow

Ocean engineering, 2021-08, Vol.233, p.108798, Article 108798

2021

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A practical approach to flow field reconstruction with sparse or incomplete data through physics informed neural network

Instability analysis under part-load conditions in centrifugal pump

Experimental and numerical investigations into flow features in an intake duct for the waterjet propulsion under mooring conditions

Investigation of flow instability characteristics in a low specific speed centrifugal pump using a modified partially averaged Navier–Stokes model

Multi-objective optimization of a mixed-flow pump impeller using modified NSGA-II algorithm

Numerical investigation of cavitation-vortex interaction in a mixed-flow waterjet pump

Numerical simulation of the transient cavitating turbulent flows around the Clark-Y hydrofoil using modified partially averaged Navier-Stokes method

Dynamic mode decomposition and reconstruction of transient cavitating flows around a Clark-Y hydrofoil

Instability analysis for a centrifugal pump with straight inlet pipe using partially averaged Navier–Stokes model

Numerical Investigation on the Ventilated Supercavity around a Body under Free Surface Effect

Unstable flow characteristics in a pump-turbine simulated by a modified Partially-Averaged Navier-Stokes method

Cavitation shedding dynamics around a hydrofoil simulated using a filter-based density corrected model

LES investigation into the cavity shedding dynamics and cavitation–vortex interaction around a surface-piercing hydrofoil

Numerical investigations of the energy performance and pressure fluctuations for a waterjet pump in a non-uniform inflow

Physics-informed neural networks for phase-field method in two-phase flow

Investigations into the ventilated cavities around a surface-piercing hydrofoil at high Froude numbers

Multi-objective optimization of the flush-type intake duct for a waterjet propulsion system

Energy performance prediction of the centrifugal pumps by using a hybrid neural network

Experimental study on the mechanism of cavitation-induced ventilation

Dynamic mode decomposition and reconstruction of the transient propeller wake under a light loading condition

Research on ventilation and supercavitation mechanism of high-speed surface-piercing hydrofoil

Data-driven turbulence model for unsteady cavitating flow

Numerical investigations into the ventilation elimination mechanism of a surface-piercing hydrofoil

Space-time frequency spectra analyses of the unsteady cavitating vortical flows inside a mixed-flow pump

Mechanism analyses of the unsteady vortical cavitation behaviors for a waterjet pump in a non-uniform inflow

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