Optimal Control of the 2D Landau-Lifshitz-Gilbert Equation with Control Energy in Effective Magnetic Field
Sidhartha Patnaik, Sakthivel Kumarasamy

TL;DR
This paper develops a mathematical framework for optimally controlling magnetization in ferromagnetic materials governed by the 2D Landau-Lifshitz-Gilbert equation, ensuring solutions exist and deriving conditions for optimal control.
Contribution
It proves existence, uniqueness, and regularity of solutions, and establishes the existence of optimal controls with necessary optimality conditions.
Findings
Global existence and uniqueness of solutions under smallness conditions.
Existence of optimal control for the system.
Derivation of first-order necessary optimality conditions.
Abstract
The optimal control of magnetization dynamics in a ferromagnetic sample at a microscopic scale is studied. The dynamics of this model is governed by the Landau-Lifshitz-Gilbert equation on a two-dimensional bounded domain with the external magnetic field (the control) applied through the effective field. We prove the global existence and uniqueness of a regular solution in under a smallness condition on control and initial data. We establish the existence of optimal control and derive a first-order necessary optimality condition using the Fr\'echet derivative of the control-to-state operator and adjoint problem approach.
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
TopicsAdvanced Mathematical Modeling in Engineering · Numerical methods in inverse problems · Stability and Controllability of Differential Equations
