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Journal Articles

Physics-enhanced Fourier neural operator based model for streamline prediction in compressor cascades

Yizhou Luo (罗易舟), Xin Du (杜鑫), Sen Zhao (赵森), Xun Zhou (周逊), Songtao Wang (王松涛)

Physics of Fluids 37, 066114 (2025)

https://doi.org/10.1063/5.0270087

Published: June 2025

View article titled, Physics-enhanced Fourier neural operator based model for streamline prediction in compressor cascades

Journal Articles

Flow and heat transfer characteristics of a squealer tip with bent rail in turbine blades

Haimeng Zhou (周海盟), Lei Luo (罗磊), Hailong Guo (郭海龙), Wei Du (杜巍), Han Yan (闫晗), Songtao Wang (王松涛)

Physics of Fluids 37, 026102 (2025)

https://doi.org/10.1063/5.0250265

Published: February 2025

View article titled, Flow and heat transfer characteristics of a squealer tip with bent rail in turbine blades

Journal Articles

Performance of a tip shroud with film cooling and labyrinth seals

Shaoyun Yang (杨少昀), Wei Du (杜巍), Lei Luo (罗磊), Han Yan (闫晗), Songtao Wang (王松涛)

Physics of Fluids 36, 126146 (2024)

https://doi.org/10.1063/5.0245734

Published: December 2024

View article titled, Performance of a tip shroud with film cooling and labyrinth seals

Journal Articles

Influence of gap size and cavity depth on the performance of a squealer tip with rail crown holes in turbine blades

Haimeng Zhou (周海盟), Lei Luo (罗磊), Hailong Guo (郭海龙), Han Yan (闫晗), Wei Du (杜巍), Songtao Wang (王松涛)

Physics of Fluids 36, 116141 (2024)

https://doi.org/10.1063/5.0238759

Published: November 2024

View article titled, Influence of gap size and cavity depth on the performance of a squealer tip with rail crown holes in turbine blades

Journal Articles

Development of a tip leakage loss model for high-pressure turbines with squealer tips based on physics-driven and data-driven methods

Xiaojuan He (贺晓娟), Zhengping Zou (邹正平), Lichao Yao (姚李超), Chao Fu (付超), Songtao Wang (王松涛)

Physics of Fluids 36, 086140 (2024)

https://doi.org/10.1063/5.0222665

Published: August 2024

View article titled, Development of a tip leakage loss model for high-pressure turbines with squealer tips based on physics-driven and data-driven methods

Journal Articles

Design, optimization, and performance analysis of a subsonic high-through flow turbine

Zeda Dong (董泽达), Weitao Zhang (张维涛), Jun Zeng (曾军), Yue Sun (孙越), Le Cai (蔡乐), Songtao Wang (王松涛), Fengbo Wen (温风波)

Physics of Fluids 36, 075190 (2024)

https://doi.org/10.1063/5.0214712

Published: July 2024

View article titled, Design, optimization, and performance analysis of a subsonic high-through flow turbine

Journal Articles

Effects of blowing ratio and film hole arrangement on cavity blade tip cooling

Dongpo Jiang (姜东坡), Yingjie Chen (陈英杰), Le Cai (蔡乐), Zhengshuai Du (杜政帅), Songtao Wang (王松涛), Boo Cheong Khoo

Physics of Fluids 36, 075108 (2024)

https://doi.org/10.1063/5.0213982

Published: July 2024

View article titled, Effects of blowing ratio and film hole arrangement on cavity blade tip cooling

Journal Articles

Optimization of a high through-flow design turbine using response surface method

Yue Sun (孙越), Le Cai (蔡乐), Yingjie Chen (陈英杰), Songtao Wang (王松涛)

Physics of Fluids 36, 046106 (2024)

https://doi.org/10.1063/5.0202374

Published: April 2024

View article titled, Optimization of a high through-flow design turbine using response surface method

Journal Articles

Effects of curved vanes on aerodynamic performance and flow structures in highly loaded tandem cascades

Qiao Luo (罗樵), Lei Luo (罗磊), Xuezhou Song (宋学舟), Wei Du (杜巍), Han Yan (闫晗), Songtao Wang (王松涛), Xun Zhou (周逊)

Physics of Fluids 36, 036114 (2024)

https://doi.org/10.1063/5.0198364

Published: March 2024

View article titled, Effects of curved vanes on aerodynamic performance and flow structures in highly loaded tandem cascades

Journal Articles

Numerical study of a novel cooling protection scheme with rail crown holes for the squealer tip in a turbine blade

Haimeng Zhou (周海盟), Lei Luo (罗磊), Wei Du (杜巍), Han Yan (闫晗), Songtao Wang (王松涛)

Physics of Fluids 36, 026113 (2024)

https://doi.org/10.1063/5.0194145

Published: February 2024

View article titled, Numerical study of a novel cooling protection scheme with rail crown holes for the squealer tip in a turbine blade

Journal Articles

Influence of oncoming flow parameters on rotating detonation combustor with supersonic turbine guide vanes

Fengbo Wen (温风波), Liangjun Su (苏良俊), Ying Wang (王颖), Jiajun Han (韩佳骏), Songtao Wang (王松涛)

Physics of Fluids 36, 026107 (2024)

https://doi.org/10.1063/5.0182376

Published: February 2024

View article titled, Influence of oncoming flow parameters on rotating detonation combustor with supersonic turbine guide vanes

Journal Articles

A cooled turbine blade design and optimization method considering the cooling structure influence

Shouzuo Li (李守祚), Songtao Wang (王松涛), Lei Luo (罗磊)

Physics of Fluids 36, 016132 (2024)

https://doi.org/10.1063/5.0179006

Published: January 2024

View article titled, A cooled turbine blade design and optimization method considering the cooling structure influence

Journal Articles

On the aero-thermal performance of flat-plate film cooling hole with variable rib heights

Shouzuo Li (李守祚), Xuejian Li (李学剑), Le Cai (蔡乐), Songtao Wang (王松涛), Dandan Qiu (邱丹丹)

Physics of Fluids 36, 016103 (2024)

https://doi.org/10.1063/5.0182584

Published: January 2024

View article titled, On the aero-thermal performance of flat-plate film cooling hole with variable rib heights

Journal Articles

Quasi-three-dimensional loss prediction model of subsonic compressor cascade based on bidirectional long short-term memory networks and multi-head self-attention

Xin Du (杜鑫), Yizhou Luo (罗易舟), Wenjuan Xu (许文娟), Songtao Wang (王松涛), Xun Zhou (周逊)

Physics of Fluids 35, 086126 (2023)

https://doi.org/10.1063/5.0160643

Published: August 2023

View article titled, Quasi-three-dimensional loss prediction model of subsonic compressor cascade based on bidirectional long short-term memory networks and multi-head self-attention

Journal Articles

Numerical analysis for film cooling characteristics of trenched hole under the effects of rib-disturbed feed flow and curved surface

Lei Luo (罗磊), Han Yan (闫晗), Wei Du (杜巍), Leyi Hou (侯乐毅), Yao Fu (付尧), Songtao Wang (王松涛)

Physics of Fluids 35, 036105 (2023)

https://doi.org/10.1063/5.0142276

Published: March 2023

View article titled, Numerical analysis for film cooling characteristics of trenched hole under the effects of rib-disturbed feed flow and curved surface

Journal Articles

Research on performance predictions using single-hole film cooling based on PointNet

Ruyu Zhi (支如玉), Zuobiao Li (李左飙), Fengbo Wen (温风波), Liangjun Su (苏良俊), Songtao Wang (王松涛)

Physics of Fluids 35, 025108 (2023)

https://doi.org/10.1063/5.0136442

Published: February 2023

View article titled, Research on performance predictions using single-hole film cooling based on PointNet

Journal Articles

Cost reduction for data acquisition based on data fusion: Reconstructing the surface temperature of a turbine blade

Fengbo Wen (温风波), Zuobiao Li (李左飙), Chenxin Wan (万晨昕), Liangjun Su (苏良俊), Zhiyuan Zhao (赵智源), Jun Zeng (曾军), Songtao Wang (王松涛), Binghua Pan (潘炳华)

Physics of Fluids 35, 016110 (2023)

https://doi.org/10.1063/5.0132105

Published: January 2023

View article titled, Cost reduction for data acquisition based on data fusion: Reconstructing the surface temperature of a turbine blade

Journal Articles

Large-eddy simulation study of rotating detonation supersonic turbine nozzle generated by the method of characteristics under oscillating incoming flow

Liangjun Su (苏良俊), Fengbo Wen (温风波), Chenxin Wan (万晨昕), Zuobiao Li (李左飙), Jiajun Han (韩佳骏), Songtao Wang (王松涛), Zhongqi Wang (王仲奇)

Physics of Fluids 34, 116119 (2022)

https://doi.org/10.1063/5.0111900

Published: November 2022

View article titled, Large-eddy simulation study of rotating detonation supersonic turbine nozzle generated by the method of characteristics under oscillating incoming flow

Journal Articles

Dynamics study of shock wave intersection under high-frequency sine oscillation incoming flow

Liangjun Su (苏良俊), Fengbo Wen (温风波), Zuobiao Li (李左飙), Chenxin Wan (万晨昕), Jiajun Han (韩佳骏), Songtao Wang (王松涛), Zhongqi Wang (王仲奇)

Physics of Fluids 34, 116107 (2022)

https://doi.org/10.1063/5.0110802

Published: November 2022

View article titled, Dynamics study of shock wave intersection under high-frequency sine oscillation incoming flow

Journal Articles

Deep learning method for fast prediction of film cooling performance

Zuobiao Li (李左飙), Liangjun Su (苏良俊), Fengbo Wen (温风波), Jun Zeng (曾军), Songtao Wang (王松涛), Jian Zhang (张剑)

Physics of Fluids 34, 047111 (2022)

https://doi.org/10.1063/5.0087727

Published: April 2022

View article titled, Deep learning method for fast prediction of film cooling performance

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Physics-enhanced Fourier neural operator based model for streamline prediction in compressor cascades

Flow and heat transfer characteristics of a squealer tip with bent rail in turbine blades

Performance of a tip shroud with film cooling and labyrinth seals

Influence of gap size and cavity depth on the performance of a squealer tip with rail crown holes in turbine blades

Development of a tip leakage loss model for high-pressure turbines with squealer tips based on physics-driven and data-driven methods

Design, optimization, and performance analysis of a subsonic high-through flow turbine

Effects of blowing ratio and film hole arrangement on cavity blade tip cooling

Optimization of a high through-flow design turbine using response surface method

Effects of curved vanes on aerodynamic performance and flow structures in highly loaded tandem cascades

Numerical study of a novel cooling protection scheme with rail crown holes for the squealer tip in a turbine blade

Influence of oncoming flow parameters on rotating detonation combustor with supersonic turbine guide vanes

A cooled turbine blade design and optimization method considering the cooling structure influence

On the aero-thermal performance of flat-plate film cooling hole with variable rib heights

Quasi-three-dimensional loss prediction model of subsonic compressor cascade based on bidirectional long short-term memory networks and multi-head self-attention

Numerical analysis for film cooling characteristics of trenched hole under the effects of rib-disturbed feed flow and curved surface

Research on performance predictions using single-hole film cooling based on PointNet

Cost reduction for data acquisition based on data fusion: Reconstructing the surface temperature of a turbine blade

Large-eddy simulation study of rotating detonation supersonic turbine nozzle generated by the method of characteristics under oscillating incoming flow

Dynamics study of shock wave intersection under high-frequency sine oscillation incoming flow

Deep learning method for fast prediction of film cooling performance

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