Optimal Control of the Landau-de Gennes Model of Nematic Liquid Crystals

04/13/2023
by   Thomas M. Surowiec, et al.
0

We present an analysis and numerical study of an optimal control problem for the Landau-de Gennes (LdG) model of nematic liquid crystals (LCs), which is a crucial component in modern technology. They exhibit long range orientational order in their nematic phase, which is represented by a tensor-valued (spatial) order parameter Q = Q(x). Equilibrium LC states correspond to Q functions that (locally) minimize an LdG energy functional. Thus, we consider an L^2-gradient flow of the LdG energy that allows for finding local minimizers and leads to a semi-linear parabolic PDE, for which we develop an optimal control framework. We then derive several a priori estimates for the forward problem, including continuity in space-time, that allow us to prove existence of optimal boundary and external “force” controls and to derive optimality conditions through the use of an adjoint equation. Next, we present a simple finite element scheme for the LdG model and a straightforward optimization algorithm. We illustrate optimization of LC states through numerical experiments in two and three dimensions that seek to place LC defects (where Q(x) = 0) in desired locations, which is desirable in applications.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
04/04/2020

Unstructured space-time finite element methods for optimal control of parabolic equations

This work presents and analyzes space-time finite element methods on ful...
research
06/13/2022

Robust space-time finite element error estimates for parabolic distributed optimal control problems with energy regularization

We consider space-time tracking optimal control problems for linear para...
research
07/27/2020

Fractional semilinear optimal control: optimality conditions, convergence, and error analysis

We analyze an optimal control problem for a fractional semilinear PDE; c...
research
11/06/2020

Optimal Control of Hughes' Model for Pedestrian Flow via Local Attraction

We discuss the control of a human crowd whose dynamics is governed by a ...
research
08/03/2016

Efficient Optimal Control of Smoke using Spacetime Multigrid

We present a novel algorithm to control the physically-based animation o...
research
06/18/2020

Learning Minimum-Energy Controls from Heterogeneous Data

In this paper we study the problem of learning minimum-energy controls f...

Please sign up or login with your details

Forgot password? Click here to reset