Work

Hypersonic flow field and heat flux prediction model based on physics-informed neural networks with positional encoding

Year: 2025

Type: article

Source: Physics of Fluids

DOI: 10.1063/5.0305837

Authors: Gang Dai, Chun Shao, Zefei Zhu, Wenwen Zhao, Guochao Fan, Deyang Tian, Weifang Chen

Institutions: Hangzhou Dianzi University, Zhejiang University, China Aerodynamics Research and Development Center

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, Natural Science Foundation of Zhejiang Province, Science Research Foundation of Zhejiang Province

Awards: G1750790319, G2930526164, G3205299413, G4525394613, 超临界机翼阻力发散机理与智能化设计研究

OpenAlex ID: W7117576323

FWCI: 1.286

Cites: 24

Cited by: 3

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