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20142026
most citedData-driven reduced-order models via regularized operator inference for a single-injector combustion process

137 citations · 267 across the 11 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.CE2021★ 45 cited

Non-intrusive reduced-order models for parametric partial differential equations via data-driven operator inference

Shane A McQuarrie, Parisa Khodabakhshi, Karen E Willcox

This work formulates a new approach to reduced modeling of parameterized, time-dependent partial differential equations (PDEs). The method employs Operator Inference, a scientific…

math.NA2021★ 28 cited

Concurrent multi-parameter learning demonstrated on the Kuramoto-Sivashinsky equation

Benjamin Pachev, Jared P. Whitehead, Shane A. McQuarrie

We develop an algorithm based on the nudging data assimilation scheme for the concurrent (on-the-fly) estimation of scalar parameters for a system of evolutionary dissipative parti…