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In this work we explore the fundamental structure-adaptiveness of state of the art randomized first order algorithms on regularized empirical risk minimization tasks, where the solution has intrinsic low-dimensional structure (such as…

最优化与控制 · 数学 2017-12-13 Junqi Tang , Francis Bach , Mohammad Golbabaee , Mike Davies

Localized features such as singularities, sharp gradients, discontinuities, and moving sources require adaptive finite element discretizations. Conventional refinement strategies introduce significant computational overhead through…

计算工程、金融与科学 · 计算机科学 2026-04-29 Jan Niklas Schmäke , Martin Ruess

We propose two classes of mixed finite elements for linear elasticity of any order, with interior penalty for nonconforming symmetric stress approximation. One key point of our method is to introduce some appropriate nonconforming…

数值分析 · 数学 2017-05-22 Shuonan Wu , Shihua Gong , Jinchao Xu

This paper considers the design of structures made of engineered materials, accounting for uncertainty in material properties. We present a topology optimization approach that optimizes the structural shape and topology at the macroscale…

最优化与控制 · 数学 2021-10-27 Subhayan De , Kurt Maute , Alireza Doostan

In a recent work, we analyzed a weighted-residual error estimator for isogeometric boundary element methods in 2D and proposed an adaptive algorithm which steers the local mesh-refinement of the underlying partition as well as the…

数值分析 · 数学 2017-06-13 Michael Feischl , Gregor Gantner , Alexander Haberl , Dirk Praetorius

Interest in components with detailed structures increased with the progress in advanced manufacturing techniques in recent years. Parts with graded lattice elements can provide interesting mechanical, thermal, and acoustic properties…

计算工程、金融与科学 · 计算机科学 2023-06-29 Daniel Hübner , Fabian Wein , Michael Stingl

We introduce a continuous global optimization method to the field of surface reconstruction from discrete noisy cloud of points with weak information on orientation. The proposed method uses an energy functional combining flux-based…

图形学 · 计算机科学 2017-08-01 Rongjiang Pan , Vaclav Skala

In this paper we present a novel two-scale framework to optimize the structure and the material distribution of an object given its functional specifications. Our approach utilizes multi-material microstructures as low-level building blocks…

计算工程、金融与科学 · 计算机科学 2017-06-13 Bo Zhu , Mélina Skouras , Desai Chen , Wojciech Matusik

We consider pessimistic bilevel stochastic programs in which the follower maximizes over a fixed compact convex set a strictly convex quadratic function, whose Hessian depends on the leader's decision. The resulting random variable is…

最优化与控制 · 数学 2021-11-30 Johanna Burtscheidt , Matthias Claus , Sergio Conti , Martin Rumpf , Josua Sassen , Rüdiger Schultz

In structural optimization, both parameters and shape are relevant for the model performance. Yet, conventional optimization techniques usually consider either parameters or the shape separately. This work addresses this problem by…

We suggest modified bi-level approach for finding the best stacking sequence of laminated composite structures subject to mechanical, blending and manufacturing constraints. We propose to use both the number of plies laid up at predefined…

计算工程、金融与科学 · 计算机科学 2013-04-29 F. Gubarev , V. Kunin , A. Pospelov

A design problem of finding an optimally stiff membrane structure by selecting one-dimensional fiber reinforcements is formulated and solved. The membrane model is derived in a novel manner from a particular three-dimensional linear elastic…

数值分析 · 数学 2016-09-13 Anders Klarbring , Bo Torstenfelt , Peter Hansbo , Mats G. Larson

For minimizing a strongly convex objective function subject to linear inequality constraints, we consider a penalty approach that allows one to utilize stochastic methods for problems with a large number of constraints and/or objective…

最优化与控制 · 数学 2022-02-16 Meng Li , Paul Grigas , Alper Atamturk

We study the finite element approximation of the solid isotropic material with penalization method (SIMP) for the topology optimization problem of minimizing the compliance of a linearly elastic structure. To ensure the existence of a local…

数值分析 · 数学 2024-11-21 Ioannis P. A. Papadopoulos

In this paper, we propose a level set-based topology optimization method for the unit-cell design of acoustic metasurfaces by using a two-scale homogenization method. Based on previous works, we first propose a homogenization method for…

计算工程、金融与科学 · 计算机科学 2021-06-23 Yuki Noguchi , Takayuki Yamada

This paper presents a computationally efficient method for the optimal design of silica aerogel porous material systems, balancing thermal insulation performance with mechanical stability under stress concentrations. The proposed approach…

计算工程、金融与科学 · 计算机科学 2025-04-03 Pratyush Kumar Singh , Danial Faghihi

A new density field representation technique called the Bezier skeleton explicit density (BSED) representation scheme for topology optimization of stretchable metamaterials under finite deformation is proposed for the first time. The…

计算工程、金融与科学 · 计算机科学 2020-06-24 Hao Deng , Shawn Hinnebusch , Albert C. To

We consider minimization problems with structured objective function and smooth constraints, and present a flexible framework that combines the beneficial regularization effects of (exact) penalty and interior-point methods. In the fully…

最优化与控制 · 数学 2025-08-27 Alberto De Marchi , Andreas Themelis

This paper presents a planning pipeline framework for locomotion in rope-assisted robots climbing vertical surfaces. The proposed framework is formulated as a bi-level optimization scheme that addresses a mixed-integer problem: selecting…

机器人学 · 计算机科学 2026-04-30 Ruben Malacarne , Ioannis Tsikelis , Enrico Mingo Hoffman , Michele Focchi

This paper proposes a variational framework for multi-objective level set topology optimization. The approach interprets the level set function as a generalized coordinate of a fictitious material and derives its equation of motion from…

最优化与控制 · 数学 2026-03-25 Jan Oellerich , Takayuki Yamada