Density Propagation with Characteristics-based Deep Learning

21 Nov 2019Tenavi Nakamura-ZimmererDaniele VenturiQi GongWei Kang

Uncertainty propagation in nonlinear dynamic systems remains an outstanding problem in scientific computing and control. Numerous approaches have been developed, but are limited in their capability to tackle problems with more than a few uncertain variables or require large amounts of simulation data... (read more)

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