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20192022
most citedPhysics-informed regularization and structure preservation for learning stable reduced models from data with operator inference

1 citations · 1 across the 2 of their papers we have counts for

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math.OC2020

Balanced Reduced-Order Models for Iterative Nonlinear Control of Large-Scale Systems

Yizhe Huang, Boris Kramer

We propose a new framework to design controllers for high-dimensional nonlinear systems. The control is designed through the iterative linear quadratic regulator (ILQR), an algorit…

math.OC2020

Stability Domains for Quadratic-Bilinear Reduced-Order Models

Boris Kramer

We propose a computational approach to estimate the stability domain of quadratic-bilinear reduced-order models (ROMs), which are low-dimensional approximations of large-scale dyna…