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Keywords: stochastic process
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Proceedings Papers

Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A035, August 17–19, 2020
Paper No: DETC2020-22006
... responses for random realizations of stochastic processes can be accurately predicted by the LSTM. With realizations of the random variables and stochastic processes, multiple LSTMs are trained for generating a set of augmented data. Then a deep feedforward neural network (DFN) is employed to ensemble...
Proceedings Papers

Proc. ASME. IDETC-CIE2009, Volume 4: 7th International Conference on Multibody Systems, Nonlinear Dynamics, and Control, Parts A, B and C, 1381-1382, August 30–September 2, 2009
Paper No: DETC2009-86335
... prediction for the thermal vibration behavior of a laminate when the stochastic thermal process is present. Duffing equation laminate thermal vibration stochastic process noise Copyright © 2009 by ASME 1 Proceedings of the 22th International Conference on Design Engineering Technical Conferences...