Dataset of sound field simulations above finite absorbers
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The authors' documentation on the training, validation, and testing datasets in their paper "<em>Sound absorption estimation of finite porous samples with deep residual learning</em>." The sound fields are generated with a simplified boundary element method (BEM) of a baffled porous layer on a rigid backing using the Delany–Bazley–Miki model. Further information on the contents of this database can be found in <em>documentation.pdf</em>. More details on the models and reproduction of results of the paper using this database can be found in the GitHub repo: https://github.com/eliaszea/finite-absorber-ML.
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Zenodo创建时间:
2023-07-12



