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An LSTM RNN proposal for surrogate modeling the dynamic response of buried structures to earthquake plane waves in soil half-spaces

Hamid Taghavi Ganji, Elnaz Seylabi

2023Computers and Geotechnics18 citationsDOI

Topics & Concepts

Surrogate modelRecurrent neural networkComputer scienceMonte Carlo methodUncertainty quantificationScalar (mathematics)Sensitivity (control systems)Duration (music)Artificial neural networkSeismologyGeologyEngineeringMachine learningStatisticsMathematicsAcousticsElectronic engineeringPhysicsGeometryGeotechnical Engineering and Underground StructuresGeotechnical Engineering and AnalysisDam Engineering and Safety
An LSTM RNN proposal for surrogate modeling the dynamic response of buried structures to earthquake plane waves in soil half-spaces | Litcius