Litcius/Paper detail

Achieving precise prediction of sound absorption performance for composite acoustic metamaterials utilizing machine learning

Nansha Gao, Jiacheng Guo, Mou Wang, Denghui Qin, Xiao Liang, Zhicheng Zhang, Guang Pan

2025Journal of Sound and Vibration9 citationsDOI

Topics & Concepts

Artificial neural networkInverseAcousticsComposite numberComputer scienceAbsorption (acoustics)Artificial intelligenceAcoustic modelInverse problemMachine learningRange (aeronautics)AlgorithmPerformance predictionKey (lock)Test dataApproximation errorMathematicsPattern recognition (psychology)Experimental dataNoise (video)EngineeringAcoustic Wave Phenomena ResearchHearing Loss and RehabilitationNoise Effects and Management