Multi-material design optimization of optical properties of particulate products by discrete dipole approximation and sequential global programming

The optimal design of nanoparticles with respect to their optical properties is one of the main foci within nanoparticle technology. In this contribution, we suggest a new design optimization method in the framework of which the discrete dipole approximation (DDA) is used to approximate the solution...

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Vydáno v:Structural and multidisciplinary optimization Ročník 66; číslo 1; s. 5
Hlavní autoři: Nees, Nico, Pflug, Lukas, Mann, Benjamin, Stingl, Michael
Médium: Journal Article
Jazyk:angličtina
Vydáno: Berlin/Heidelberg Springer Berlin Heidelberg 01.01.2023
Springer Nature B.V
Témata:
Algorithms
Approximation
Computational Mathematics and Numerical Analysis
Design optimization
Dipoles
Engineering
Engineering Design
Global optimization
Material properties
Mathematical analysis
Mathematical models
Nanoparticles
Optical properties
Research Paper
Structural design
Theoretical and Applied Mechanics
Topology optimization
Sequential global programming
Discrete dipole approximation
Material optimization
ISSN:1615-147X, 1615-1488
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Shrnutí:The optimal design of nanoparticles with respect to their optical properties is one of the main foci within nanoparticle technology. In this contribution, we suggest a new design optimization method in the framework of which the discrete dipole approximation (DDA) is used to approximate the solution of Maxwell’s equation in time-harmonic form. In the core of the optimization method, each dipole is repeatedly assigned a material property from a given material catalog until a local minimum for the chosen design objective is obtained. The design updates are computed using a separable model of the optimization objective, which can be solved to global optimality, giving rise to a sequential global optimization (SGP) algorithm. We suggest different types of separable models, among them exact separable models as well as tight approximations of the latter which are numerically tractable. The application of the DDA method in the framework of structural design methods widens the spectrum of numerically tractable layout problems in optical applications as, compared to finite element based approaches, significantly more complex design spaces can be investigated.
Bibliografie:ObjectType-Article-1
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ISSN:1615-147X
1615-1488
DOI:10.1007/s00158-022-03376-w