GRIDS-Net: Inverse shape design and identification of scatterers via geometric regularization and physics-embedded deep learning
Siddharth Nair, Timothy Walsh, Greg Pickrell, Fabio Semperlotti
Topics & Concepts
Inverse problemRegularization (linguistics)InverseArtificial neural networkAutoencoderDeep learningContext (archaeology)DiscretizationConvolutional neural networkComputer scienceArtificial intelligenceAlgorithmMathematicsGeometryMathematical analysisPaleontologyBiologyUltrasonics and Acoustic Wave PropagationAcoustic Wave Phenomena ResearchNumerical methods in engineering