[BOOK][B] Data assimilation: methods, algorithms, and applications

M Asch, M Bocquet, M Nodet - 2016 - SIAM
This book places data assimilation (DA) into the broader context of inverse problems and the
theory, methods, and algorithms that are used for their solution. It strives to provide a …

[BOOK][B] Computational optimization of systems governed by partial differential equations

A Borzì, V Schulz - 2011 - SIAM
This book provides an introduction to some modern computational techniques for
optimization problems governed by partial differential equations (PDEs). The optimization …

The vertex morphing method for node-based shape optimization

M Hojjat, E Stavropoulou, KU Bletzinger - Computer Methods in Applied …, 2014 - Elsevier
Abstract The Vertex Morphing method, a consistent surface control approach for shape
optimization is presented. This method introduces a control field and a map that relates it to …

Three-dimensional large-scale aerodynamic shape optimization based on shape calculus

S Schmidt, C Ilic, V Schulz, NR Gauger - AIAA journal, 2013 - arc.aiaa.org
Large-scale three-dimensional aerodynamic shape optimization based on the compressible
Euler equations is considered. Shape calculus is used to derive an exact surface formulation …

Efficient shape optimization for certain and uncertain aerodynamic design

C Schillings, S Schmidt, V Schulz - Computers & Fluids, 2011 - Elsevier
Efficient shape optimization for certain and uncertain aerodynamic design - ScienceDirect
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A Riemannian view on shape optimization

VH Schulz - Foundations of Computational Mathematics, 2014 - Springer
Shape optimization based on the shape calculus is numerically mostly performed using
steepest descent methods. This paper provides a novel framework for analyzing shape …

Two-dimensional shape optimization with nearly conformal transformations

JA Iglesias, K Sturm, F Wechsung - SIAM Journal on Scientific Computing, 2018 - SIAM
In shape optimization it is desirable to obtain deformations of a given mesh without negative
impact on the mesh quality. We propose a new algorithm using least square formulations of …

AONN-2: An adjoint-oriented neural network method for PDE-constrained shape optimization

X Wang, P Yin, B Zhang, C Yang - Journal of Computational Physics, 2024 - Elsevier
PDE-constrained shape optimization has been playing an important role in a large variety of
engineering applications. Traditional mesh-dependent shape optimization methods often …

Large-scale three-dimensional acoustic horn optimization

S Schmidt, E Wadbro, M Berggren - SIAM Journal on Scientific Computing, 2016 - SIAM
We consider techniques that enable large-scale gradient-based shape optimization of wave-
guiding devices in the context of three-dimensional time-domain simulations. The approach …

Gradient-limiting shape control for efficient aerodynamic optimization

LJ Kedward, CB Allen, TCS Rendall - AIAA Journal, 2020 - arc.aiaa.org
Local shape control methods, such as B-spline surfaces, are well-conditioned such that they
allow high-fidelity design optimization; however, this comes at the cost of degraded …