Work

Gaussian Process Regression-Based Optimization of Fan-Shaped Film Cooling Holes on Concave Walls

Year: 2026

Type: article

Abstract: In this study, a Gaussian Process Regression (GPR) surrogate model coupled with a Bayesian optimization algorithm was employed for the single-objective design optimization of fan-shaped film cooling holes on a concave wall. F... | Find, read and cite all the research you need on Tech Science Press

Source: Fluid dynamics & materials processing

DOI: 10.32604/fdmp.2026.074345

Authors: Yanzhao Yang, Xiaowen Song, Zhiying Deng, Jianyang Yu

Institutions: Harbin Institute of Technology, Taizhou University, Inner Mongolia University of Technology, Taizhou University

Language: English

Topic: Turbomachinery Performance and Optimization

Subfield: Aerospace Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: diamond

Funders: National Natural Science Foundation of China, Jiangsu Association for Science and Technology

Award: G8322298823