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Accelerated Inverse Design of Multi-Parallel Microperforated Panel Absorbers via Physics-Informed Neural Networks.

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Title: Accelerated Inverse Design of Multi-Parallel Microperforated Panel Absorbers via Physics-Informed Neural Networks.
Authors: Jiang, Liyang1, Cao, Bohan1,2, Huang, Ao1,3, Yao, Lei1,2,3, Jin, Jiangming1,2, jjm@zjut.edu.cn
Source: Applied Sciences (2076-3417); Nov2025, Vol. 15 Issue 22, p11955, 15p
Database: Applied Science & Technology Source
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  Data: Accelerated Inverse Design of Multi-Parallel Microperforated Panel Absorbers via Physics-Informed Neural Networks.
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        Value: 10.3390/app152211955
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        Text: English
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              Text: Nov2025
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