Optimal Control of Pseudo-Parabolic KWC Systems for Grain Boundary Motion
Harbir Antil, Daiki Mizuno, Ken Shirakawa

TL;DR
This paper develops an optimal control framework for a pseudo-parabolic KWC system modeling grain boundary motion, ensuring well-posedness and deriving necessary optimality conditions.
Contribution
It introduces a pseudo-parabolic structure to the KWC system, enabling the analysis of optimal control with proven existence, stability, and first-order optimality conditions.
Findings
Existence of optimal controls established.
Semi-continuous dependence on data proven.
First-order necessary conditions derived.
Abstract
The KWC system is a well-known generic framework for phase-field models of grain boundary motion, whose original formulation is given as a parabolic gradient flow of a free energy. In the original KWC system, the results of uniqueness have been relatively scarce compared to other issues, such as existence, qualitative behavior, and numerics. This lack of progress has posed a significant challenge for more advanced topics, including optimal control. To overcome this, the authors have recently introduced the pseudo-parabolic structure to simultaneously preserve the gradient flow nature of free-energy, and to ensure the well-posedness including the uniqueness. The goal of this paper is to study an optimization problem constrained by pseudo-parabolic KWC system. The theory will be developed through a series of Main Theorems concerning the existence and semi-continuous dependence of optimal…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsSolidification and crystal growth phenomena · Metallurgy and Material Forming · Nonlinear Partial Differential Equations
