A deep learning driven pseudospectral PCE based FFT homogenization algorithm for complex microstructures
Alexander Henkes, Ismail Caylak, Rolf Mahnken
Topics & Concepts
Homogenization (climate)Artificial neural networkFast Fourier transformSolverAlgorithmPolynomial chaosComputer scienceUncertainty quantificationMathematical optimizationMathematicsArtificial intelligenceMachine learningBiologyMonte Carlo methodStatisticsBiodiversityEcologyComposite Material MechanicsProbabilistic and Robust Engineering DesignTopology Optimization in Engineering