Physical
Modeling and Optimization of Heterogeneous Solids: Implicit Models and
Level Set Methods
Michael Yu Wang
Professor
Department of Automation & Computer-Aided Engineering
The Chinese University of Hong Kong
Shatin, NT, Hong Kong
Abstract
A
heterogeneous object is referred to as a solid object made of different
constituent materials. The object is of a finite collection of regions
of a set of prescribed material classes of continuously varying
material properties. These properties have a discontinuous change
across the interface of the material regions. We present a variational
framework for a well-posed formulation for the design of the
heterogeneous solids. We discuss two approaches to the modeling and
optimization problem of free-discontinuities: a multi-phase discrete
level-set model and a partition-of-unity radial basis function model,
both to represent the discontinuities implicitly. These models yield a
computational system of coupled geometric evolution and/or partial
differential equations. Promising features of the proposed method
include strong regularity in problem formulation, topological
flexibility, and inherent capabilities of geometric, physical and
material modeling, incorporating dimension, shape, topology, material
properties, and even micro-structures within a common framework for
design and optimization of the heterogeneous solids. The proposed
methods are illustrated with several examples of optimization of
multi-material structures, materials design, and compliant mechanism
synthesis. Further applications in tissue modeling, flexonic MEMS, and
drug diffusion and delivery MEMS will be discussed.