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Non-Intrusive Reduced Order Modeling of Convection Dominated Flows Using Artificial Neural Networks with Application to Rayleigh-Taylor Instability

Gao, Z; Liu, Q; Hesthaven, JS; Wang, BS; Don, WS; Wen, X

Gao, Z (corresponding author), Ocean Univ China, Sch Math Sci, Qingdao, Peoples R China.

COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2021; 30 (1): 97

Abstract

A non-intrusive reduced order model (ROM) that combines a proper orthogonal decomposition (POD) and an artificial neural network (ANN) is primarily st......

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