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A physics-constrained deep learning based approach for acoustic inverse scattering problems

Rih‐Teng Wu, Mehdi Jokar, Mohammad R. Jahanshahi, Fabio Semperlotti

2021Mechanical Systems and Signal Processing27 citationsDOI

Topics & Concepts

Inverse problemEstimatorBenchmark (surveying)Computer scienceComputationOptimization problemInverse scattering problemUncertainty quantificationField (mathematics)AlgorithmMathematical optimizationMathematicsMachine learningMathematical analysisPure mathematicsGeodesyStatisticsGeographyUltrasonics and Acoustic Wave PropagationAcoustic Wave Phenomena ResearchMicrowave Imaging and Scattering Analysis
A physics-constrained deep learning based approach for acoustic inverse scattering problems | Litcius