Earthquake data augmentation using wavelet transform for training deep learning based surrogate models of nonlinear structures
Siddharth S. Parida, Supratik Bose, Georgios Apostolakis
Topics & Concepts
Nonlinear systemComputer scienceArtificial neural networkDiscrete wavelet transformField (mathematics)Moment (physics)WaveletEarthquake engineeringWavelet transformEngineeringData miningArtificial intelligenceMachine learningStructural engineeringMathematicsPure mathematicsPhysicsQuantum mechanicsClassical mechanicsStructural Health Monitoring TechniquesSeismic Performance and AnalysisDam Engineering and Safety