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Learning Non-Linearities From Flow Simulators

Author(s): Antonio Moreno-Rodenas; Vasilis Bellos; Jeroen Langeveld; Francois Clemens

Linked Author(s): Antonio Manuel Moreno Rodenas, Vasilis Bellos

Keywords: Emulator; Hydrodynamic simulator; Rainfall; Non-linear flow

Abstract: In this work, an emulator for hydrodynamic simulators is presented, which is capable to take into account rainfall and parametric variations. The emulation scheme can compensate for the non-linear behaviour common in flow propagation solutions.

DOI: https://doi.org/10.3850/978-981-11-2731-1_298-cd

Year: 2018

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