首页|期刊导航|Journal of Thermal Science|Experimental Data-Driven Flow Field Prediction for Compressor Cascade based on Deep Learning and l_(1)Regularization

Experimental Data-Driven Flow Field Prediction for Compressor Cascade based on Deep Learning and l_(1)RegularizationOAEI

中文摘要

For complex flows in compressors containing flow separations and adverse pressure gradients,the numerical simulation results based on Reynolds-averaged Navier-Stokes(RANS)models often deviate from experimental measurements mo…查看全部>>

LIU Tantao;GAO Limin;LI Ruiyu

School of Power and Energy,Northwestern Polytechnical University,Xi''an 710012,ChinaSchool of Power and Energy,Northwestern Polytechnical University,Xi''an 710012,ChinaSchool of Aerospace Engineering,Xi''an Jiaotong University,Xi''an 710049,China

能源与动力

experimental data-drivencompressor cascadedeep learningl_(1)regularization

《Journal of Thermal Science》 2024 (5)

P.1867-1882,16

the support of the National Natural Science Foundation of China(No.52106053,No.92152301)。

10.1007/s11630-024-2035-8

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