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References from U-Net convolutional architecture for squealer tip film cooling prediction and multi-objective optimization. Local targets link to admitted publications; unresolved targets remain external evidence.
Axial turbine blade tips: Function, design, and durability
10.2514/1.11818 · 2006 · External reference
A review of turbine blade tip heat transfer
10.1111/j.1749-6632.2001.tb05843.x · 2001 · External reference
Unsteady flows and component interaction in turbomachinery
10.3390/ijtpp9020015 · 2024 · External reference
Optimization of cooling structures in gas turbines: A review
10.1016/j.cja.2021.08.029 · 2022 · External reference
Study on the effects of dimple density and dimple diameter on heat transfer and flow resistance in rotating dimpled channels
10.1016/j.applthermaleng.2025.125444 · 2025 · External reference
Coriolis-induced asymmetry in drag mechanisms of rotating ribbed channels
10.1063/5.0332855 · 2026 · External reference
Unresolved reference
2018 · External reference
Aerothermal optimization of turbine squealer tip geometries with arbitrary cooling injection
10.1115/1.4051268 · 2021 · External reference
Optimization of turbine cascade squealer tip cooling design by combining shaping and flow injection
10.1115/1.4051204 · 2021 · External reference
Cooling layout optimization for a turbine blade squealer tip with the application of oval holes
10.1016/j.icheatmasstransfer.2024.108323 · 2024 · External reference
Unresolved reference
2021 · External reference
Enhanced energy storage performance by stabilizing antiferroelectric phase through high-entropy engineering of NaNbO3
10.1007/s10854-026-17285-x · 2026 · External reference
Enhanced VOCs degradation performance of TiO2-OV/NH2-MIL-125 by synergistic modulation of oxygen vacancy and heterojunction
10.1016/j.colsurfa.2026.140318 · 2026 · External reference
Lattice matching of Zn2V2O7/NaV8O20 cathode enhances built-in electric field for durable zinc-ion batteries
10.1016/j.jelechem.2026.120228 · 2026 · External reference
Research on bidding optimization strategy for virtual power plants with wind–solar–storage systems based on IGDT–DRO
10.1007/s00202-026-03544-x · 2026 · External reference
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
10.1016/j.jcp.2018.10.045 · 2019 · External reference
Predicting distribution of adiabatic film cooling effectiveness using generative adversarial networks with mist/air mixture as coolant
10.1063/5.0316011 · 2026 · External reference
Parameter coupling mechanism and film cooling effectiveness prediction of serrated-V-shaped composite structure of turbine blade based on GRNN model
10.1016/j.ijthermalsci.2026.110973 · 2026 · External reference
Optimization of film cooling and aerodynamic performance for asymmetric cavity bottom blade tip based on generative adversarial network surrogate model
10.1016/j.ast.2025.110932 · 2026 · External reference
Optimization of an high-pressure turbine vane for pressure gain combustion cycles through convolutional neural network
10.1016/j.egyai.2026.100729 · 2026 · External reference
Aerothermal optimization of film cooling hole locations on the squealer tip of an HP turbine blade
10.1115/1.4064431 · 2024 · External reference
Heat transfer coefficients and film-cooling effectiveness on a gas turbine blade tip
10.1115/1.1565096 · 2003 · External reference
Heat transfer and flow on the squealer tip of a gas turbine blade
2000 · External reference
Understanding of convolutional neural network (CNN): A review
10.31763/ijrcs.v2i4.888 · 2023 · External reference
Unresolved reference
2020 · External reference
Turbomachinery design by a swarm-based optimization method coupled with a CFD solver
2016 · External reference
Investigations into heat transfer and film cooling effect on a squealer-winglet blade tip
10.1016/j.ijheatmasstransfer.2017.08.090 · 2017 · External reference
Investigations on the aerothermal performance of the turbine blade winglet squealer tip within an uncertainty framework
10.1016/j.ast.2022.107506 · 2022 · External reference
Research on bidding optimization strategy for virtual power plants with wind–solar–storage systems based on IGDT–DRO
10.1007/s00202-026-03544-x · ExternalCitation · doi-reference
Enhanced energy storage performance by stabilizing antiferroelectric phase through high-entropy engineering of NaNbO3
10.1007/s10854-026-17285-x · ExternalCitation · doi-reference
Study on the effects of dimple density and dimple diameter on heat transfer and flow resistance in rotating dimpled channels
10.1016/j.applthermaleng.2025.125444 · ExternalCitation · doi-reference
Investigations on the aerothermal performance of the turbine blade winglet squealer tip within an uncertainty framework
10.1016/j.ast.2022.107506 · ExternalCitation · doi-reference
Optimization of film cooling and aerodynamic performance for asymmetric cavity bottom blade tip based on generative adversarial network surrogate model
10.1016/j.ast.2025.110932 · ExternalCitation · doi-reference
Optimization of cooling structures in gas turbines: A review
10.1016/j.cja.2021.08.029 · ExternalCitation · doi-reference
Enhanced VOCs degradation performance of TiO2-OV/NH2-MIL-125 by synergistic modulation of oxygen vacancy and heterojunction
10.1016/j.colsurfa.2026.140318 · ExternalCitation · doi-reference
Optimization of an high-pressure turbine vane for pressure gain combustion cycles through convolutional neural network
10.1016/j.egyai.2026.100729 · ExternalCitation · doi-reference
Cooling layout optimization for a turbine blade squealer tip with the application of oval holes
10.1016/j.icheatmasstransfer.2024.108323 · ExternalCitation · doi-reference
Investigations into heat transfer and film cooling effect on a squealer-winglet blade tip
10.1016/j.ijheatmasstransfer.2017.08.090 · ExternalCitation · doi-reference
Parameter coupling mechanism and film cooling effectiveness prediction of serrated-V-shaped composite structure of turbine blade based on GRNN model
10.1016/j.ijthermalsci.2026.110973 · ExternalCitation · doi-reference
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
10.1016/j.jcp.2018.10.045 · ExternalCitation · doi-reference
Lattice matching of Zn2V2O7/NaV8O20 cathode enhances built-in electric field for durable zinc-ion batteries
10.1016/j.jelechem.2026.120228 · ExternalCitation · doi-reference
Predicting distribution of adiabatic film cooling effectiveness using generative adversarial networks with mist/air mixture as coolant
10.1063/5.0316011 · ExternalCitation · doi-reference
Coriolis-induced asymmetry in drag mechanisms of rotating ribbed channels
10.1063/5.0332855 · ExternalCitation · doi-reference
A review of turbine blade tip heat transfer
10.1111/j.1749-6632.2001.tb05843.x · ExternalCitation · doi-reference
Heat transfer coefficients and film-cooling effectiveness on a gas turbine blade tip
10.1115/1.1565096 · ExternalCitation · doi-reference
Optimization of turbine cascade squealer tip cooling design by combining shaping and flow injection
10.1115/1.4051204 · ExternalCitation · doi-reference
Aerothermal optimization of turbine squealer tip geometries with arbitrary cooling injection
10.1115/1.4051268 · ExternalCitation · doi-reference
Aerothermal optimization of film cooling hole locations on the squealer tip of an HP turbine blade
10.1115/1.4064431 · ExternalCitation · doi-reference
Axial turbine blade tips: Function, design, and durability
10.2514/1.11818 · ExternalCitation · doi-reference
Understanding of convolutional neural network (CNN): A review
10.31763/ijrcs.v2i4.888 · ExternalCitation · doi-reference
Unsteady flows and component interaction in turbomachinery
10.3390/ijtpp9020015 · ExternalCitation · doi-reference
