Data-driven methods for computational mechanics: A fair comparison between neural networks based and model-free approaches
Martin Zlatić, Felipe Rocha, Laurent Stainier, Marko Čanađija
Topics & Concepts
Artificial neural networkComputer scienceGeneralitySolid mechanicsComputational mechanicsHyperelastic materialConvexityComputationConsistency (knowledge bases)Artificial intelligenceAlgorithmMachine learningFinite element methodEngineeringPhysicsPsychologyThermodynamicsStructural engineeringPsychotherapistEconomicsFinancial economicsModel Reduction and Neural NetworksElasticity and Material ModelingProbabilistic and Robust Engineering Design