A new generation 99 line Matlab code for compliance topology optimization and its extension to 3D

F Ferrari, O Sigmund - Structural and Multidisciplinary Optimization, 2020 - Springer
Compact and efficient Matlab implementations of compliance topology optimization (TO) for
2D and 3D continua are given, consisting of 99 and 125 lines respectively. On …

An efficient and easy-to-extend Matlab code of the Moving Morphable Component (MMC) method for three-dimensional topology optimization

Z Du, T Cui, C Liu, W Zhang, Y Guo, X Guo - Structural and …, 2022 - Springer
Explicit topology optimization methods have received ever-increasing interest in recent
years. In particular, a 188-line Matlab code of the two-dimensional (2D) Moving Morphable …

A tutorial on machine learning and data science tools with python

MD Bloice, A Holzinger - Machine Learning for Health Informatics: State-of …, 2016 - Springer
In this tutorial, we will provide an introduction to the main Python software tools used for
applying machine learning techniques to medical data. The focus will be on open-source …

Topology optimization with linearized buckling criteria in 250 lines of Matlab

F Ferrari, O Sigmund, JK Guest - Structural and Multidisciplinary …, 2021 - Springer
We present a 250-line Matlab code for topology optimization for linearized buckling criteria.
The code is conceived to handle stiffness, volume and buckling load factors (BLFs) either as …

[BUKU][B] Machine learning for health informatics

A Holzinger - 2016 - Springer
Abstract Machine Learning (ML) studies algorithms which can learn from data to gain
knowledge from experience and to make decisions and predictions. Health Informatics (HI) …

Inverse design of magneto-active metasurfaces and robots: Theory, computation, and experimental validation

C Wang, Z Zhao, XS Zhang - Computer Methods in Applied Mechanics and …, 2023 - Elsevier
Magneto-active structures can undergo rapid and reversible deformations under untethered
magnetic fields. The capability to design such structures to achieve programmable shape …

Parallelized 3D CSEM modeling using edge-based finite element with total field formulation and unstructured mesh

H Cai, X Hu, J Li, M Endo, B **ong - Computers & Geosciences, 2017 - Elsevier
We solve the 3D controlled-source electromagnetic (CSEM) problem using the edge-based
finite element method. The modeling domain is discretized using unstructured tetrahedral …

Efficiency of micro-macro models for reactive two-mineral systems

S Gärttner, P Frolkovič, P Knabner, N Ray - Multiscale Modeling & …, 2022 - SIAM
In this paper, we introduce a pore-scale model for reactive flow and transport in evolving
porous media exhibiting two competing mineral phases. By formal two-scale asymptotic …

TOPress3D: 3D topology optimization with design-dependent pressure loads in MATLAB

P Kumar - Optimization and Engineering, 2024 - Springer
This paper introduces “TOPress3D," a 3D topology optimization MATLAB code for structures
subjected to design-dependent pressure loads. With a primary focus on pedagogical …

Applications of the internet of things and machine learning using python in digital marketing

AK Singh - Global Applications of the Internet of Things in Digital …, 2023 - igi-global.com
The internet of things (IoT) is a network of physical objects or “things” embedded with
electronics, software, sensors, and network connectivity, which enables them to collect and …