7 citations · 13 across the 4 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…
math.NA2020
Operator inference for non-intrusive model reduction of systems with non-polynomial nonlinear terms
Peter Benner, Pawan Goyal, Boris Kramer +2
This work presents a non-intrusive model reduction method to learn low-dimensional models of dynamical systems with non-polynomial nonlinear terms that are spatially local and that…