Recurrent Neural Networks (RNNs) with dimensionality reduction and break down in computational mechanics; application to multi-scale localization step
Ling Wu, Ludovic Noels
Topics & Concepts
Dimensionality reductionRecurrent neural networkCurse of dimensionalityComputer scienceSurrogate modelArtificial intelligenceState variableReduction (mathematics)Artificial neural networkAlgorithmMachine learningMathematicsPhysicsThermodynamicsGeometryModel Reduction and Neural NetworksNon-Destructive Testing TechniquesNumerical methods in engineering