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A machine learning framework for accelerating the design process using CAE simulations: An application to finite element analysis in structural crashworthiness

Christopher P. Kohar, Lars Greve, Tom Eller, Daniel S. Connolly, Kaan Inal

2021Computer Methods in Applied Mechanics and Engineering69 citationsDOI

Topics & Concepts

CrashworthinessFinite element methodAutoencoderRobustness (evolution)Convolutional neural networkComputer scienceArtificial neural networkProcess (computing)Artificial intelligenceEngineering design processStructural engineeringEngineeringMechanical engineeringBiochemistryGeneChemistryOperating systemCellular and Composite StructuresInfrastructure Maintenance and MonitoringMechanical Engineering and Vibrations Research
A machine learning framework for accelerating the design process using CAE simulations: An application to finite element analysis in structural crashworthiness | Litcius