Deep neural networks for parameterized homogenization in concurrent multiscale structural optimization

N Black, AR Najafi - Structural and Multidisciplinary Optimization, 2023 - Springer
Concurrent multiscale structural optimization is concerned with the improvement of
macroscale structural performance through the design of microscale architectures. The …

Multi‐level hp‐finite cell method for embedded interface problems with application in biomechanics

M Elhaddad, N Zander, T Bog, L Kudela… - … journal for numerical …, 2018 - Wiley Online Library
This work presents a numerical discretization technique for solving 3‐dimensional material
interface problems involving complex geometry without conforming mesh generation. The …

[HTML][HTML] A stable discontinuity-enriched finite element method for 3-D problems containing weak and strong discontinuities

J Zhang, SJ van den Boom, F van Keulen… - Computer Methods in …, 2019 - Elsevier
A new enriched finite element technique, named the Discontinuity-Enriched Finite Element
Method (DE-FEM), was introduced recently for solving problems with both weak and strong …

IGFEM-based shape sensitivity analysis of the transverse failure of a composite laminate

X Zhang, DR Brandyberry, PH Geubelle - Computational Mechanics, 2019 - Springer
This manuscript presents a shape sensitivity analysis method based on an Interface-
enriched Generalized Finite Element Method (IGFEM) formulation and its application to the …

Gradient-based hybrid topology/shape optimization of bioinspired microvascular composites

R Pejman, SH Aboubakr, WH Martin, U Devi… - International Journal of …, 2019 - Elsevier
Construction of bioinspired vasculature in synthetic materials enables multi-functional
performance via mass transport through internal fluidic networks. However, exact …

X-CAD: optimizing CAD models with extended finite elements

C Hafner, C Schumacher, E Knoop, T Auzinger… - ACM Transactions on …, 2019 - dl.acm.org
We propose a novel generic shape optimization method for CAD models based on the
eXtended Finite Element Method (XFEM). Our method works directly on the intersection …

Mandoline: robust cut-cell generation for arbitrary triangle meshes

M Tao, C Batty, E Fiume, DIW Levin - ACM Transactions on Graphics …, 2019 - dl.acm.org
Although geometry arising" in the wild" most often comes in the form of a surface
representation, a plethora of geometrical and physical applications require the construction …

How to design a blockage-tolerant cooling network?

R Pejman, E Maghami, AR Najafi - Applied Thermal Engineering, 2020 - Elsevier
Nature-inspired microvascular composites rely on microchannel networks to enable a
variety of multifunctionality including self-healing and active cooling. However, the small size …

The shape matching element method: Direct animation of curved surface models

T Trusty, H Chen, DIW Levin - ACM Transactions on Graphics (TOG), 2021 - dl.acm.org
We introduce a new method for direct physics-based animation of volumetric curved models,
represented using NURBS surfaces. Our technical contribution is the Shape Matching …

Hybrid topology/shape optimization under uncertainty for actively-cooled nature-inspired microvascular composites

R Pejman, V Keshavarzzadeh, AR Najafi - Computer Methods in Applied …, 2021 - Elsevier
We present a computational framework for Hybrid Topology/Shape (HyTopS) optimization of
actively-cooled microvascular composites under uncertainty. We developed a novel HyTopS …