LSTM, WaveNet, and 2D CNN for nonlinear time history prediction of seismic responses
Chunxiao Ning, Yazhou Xie, Lijun Sun
Topics & Concepts
Computer scienceNonlinear systemHyperparameterConvolutional neural networkArtificial intelligenceRobustness (evolution)Deep learningShort-time Fourier transformArtificial neural networkSpectrogramBenchmark (surveying)AlgorithmMachine learningPattern recognition (psychology)Fourier transformMathematicsFourier analysisMathematical analysisGeneGeodesyBiochemistryChemistryQuantum mechanicsPhysicsGeographyStructural Health Monitoring TechniquesSeismic Performance and AnalysisInfrastructure Maintenance and Monitoring