Results 21 to 30 of about 706,642 (347)
Neural networks for topology optimization [PDF]
Russian Journal of Numerical Analysis and Mathematical Modelling, 2019 Abstract In this research, we propose a deep learning based approach for speeding up the topology optimization methods. The problem we seek to solve is the layout problem. The main novelty of this work is to state the problem as an image segmentation task.
Ivan V. Oseledets, Ivan Sosnovik
openaire +3 more sources
Optimal transportation, topology and uniqueness [PDF]
Bulletin of Mathematical Sciences, 2011 The Monge-Kantorovich transportation problem involves optimizing with respect to a given a cost function. Uniqueness is a fundamental open question about which little is known when the cost function is smooth and the landscapes containing the goods to be transported possess (non-trivial) topology.
Najma Ahmad +4 more
openaire +3 more sources
Topology optimization with a closed cavity exclusion constraint for additive manufacturing based on the fictitious physical model approach [PDF]
Additive Manufacturing, Volume 52, April 2022, 102630, 2021 This paper proposes a topology optimization method that considers the geometric constraint of no closed cavities to improve the effectiveness of additive manufacturing based on the fictitious physical model approach. First, the basic topology optimization concept and level set-based method are introduced.
arxiv +1 more source
3-D topology optimization of single-pole-type head by using design sensitivity analysis [PDF]
, 2006 It is necessary to develop a write head having a large recording field and small stray field in adjacent tracks and adjacent bits in perpendicular magnetic recording systems.
Akiyama, Koji +2 more
core +1 more source
Topology optimization using polytopes [PDF]
Computer Methods in Applied Mechanics and Engineering, 2015 Meshing complex engineering domains is a challenging task. Arbitrary polyhedral meshes can provide the much needed flexibility in automated discretization of such domains. The geometric property of the polyhedral meshes such as the unstructured nature and the facial connectivity between elements makes them specially attractive for topology optimization
Glaucio H. Paulino +4 more
openaire +3 more sources
An algorithm for topology optimization of gear reducer housing elements [PDF]
MATEC Web of Conferences, 2019 In recent years, topology optimization methods are becoming more widely used in many engineering fields, and they are already being successfully integrated at the design stage of the different types of products.
Slavov Stoyan D. +1 more
doaj +1 more source
Topology optimization of turbulent flows [PDF]
Computer Methods in Applied Mechanics and Engineering, 2018 Abstract The aim of this work is to present a fast and viable approach for taking into account turbulence in topology optimization of complex fluid flow systems, without resorting to any simplifying assumptions in the derivation of discrete adjoints. Topology optimization is an iterative gradient-based design process which minimizes an objective and ...
Cetin B. Dilgen +4 more
openaire +4 more sources
Nihon Kikai Gakkai ronbunshu, 2021 This paper provides a vector-valued level set-based topology optimization method for multiple materials. The proposed method is characterized by a perfectly symmetric representation of multi-material by a vector valued level set function, which lowers ...
Masaki NODA +2 more
doaj +1 more source
Topology optimized permanent magnet systems [PDF]
, 2017 Topology optimization of permanent magnet systems consisting of permanent magnets, high permeability iron and air is presented. An implementation of topology optimization for magnetostatics is discussed and three examples are considered.
Bahl, C. R. H. +2 more
core +2 more sources
Blade Structure Design Based on Topology Optimization and Shape Optimization
Hangkong gongcheng jinzhan, 2020 The blade cross-section design of the helicopter rotor is the basis for studying the rotor dynamics design. A two-stage optimization design method combining joint topology optimization and shape optimization is proposed, which can be used for the design ...
ZHOU Cheng, LIN Jie, LIU Yong
doaj +1 more source