Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders
Stefanos Nikolopoulos, Ioannis Kalogeris, Vissarion Papadopoulos
Topics & Concepts
Computer scienceAutoencoderParametric statisticsConvolutional neural networkPartial differential equationAlgorithmEncoderSurrogate modelDeep learningRepresentation (politics)Artificial intelligencePattern recognition (psychology)Machine learningMathematicsStatisticsMathematical analysisPolitical sciencePoliticsOperating systemLawModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignStructural Health Monitoring Techniques