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Topology optimization using artificial intelligence
Incertitudes et Fiabilité des Systèmes MultiphysiquesAn analysis of topology optimization employing deep learning, namely Generative Adversarial Networks (GANs), and topology optimization utilizing the Solid Isotropic Material with Penalization (SIMP) method is presented in this research.
Ahmed Ait Ouchaoui +2 more
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Self-supporting structure design in additive manufacturing through explicit topology optimization
, 2017 One of the challenging issues in additive manufacturing (AM) oriented topology optimization is how to design structures that are self-supportive in a manufacture process without introducing additional supporting materials. In the present contribution, it
Du, Zongliang +5 more
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Nihon Kikai Gakkai ronbunshuSince the optimization results obtained by topology optimization depend on the size of the design domain, it is desirable to optimize the design domain as well during topology optimization.
Daiki YAMANE, Masatoshi SHIMODA
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Total variation regularization of multi-material topology optimization [PDF]
, 2018 This work is concerned with the determination of the diffusion coefficient from distributed data of the state. This problem is related to homogenization theory on the one hand and to regularization theory on the other hand.
Clason, Christian +2 more
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Topological Optimization of Continuum Structure based on ANSYS
MATEC Web of Conferences, 2017 Topology optimization is at the phase of structural concept design and the result of it is foundation for succeeding design, therefore, structural topology optimization is more important to engineering design. in this thesis, in order to seek the optimal
Li Xue-ping +2 more
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Network Topology Optimization Based on Time-Triggered DIMA [PDF]
Xibei Gongye Daxue Xuebao, 2018 Distributed Integrated Modular Avionics System (DIMA) has attracted extensive attention in recent years, and the time-triggered Ethernet (TTE) supports the time triggering mechanism of DIMA system, so it has become the main protocol adopted by this ...
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Topology and shape optimization of induced-charge electro-osmotic micropumps [PDF]
, 2009 For a dielectric solid surrounded by an electrolyte and positioned inside an externally biased parallel-plate capacitor, we study numerically how the resulting induced-charge electro-osmotic (ICEO) flow depends on the topology and shape of the dielectric
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Nihon Kikai Gakkai ronbunshu, 2023 In this paper, a concurrent optimization method of shape and topology for natural vibration design of shell structures is presented. The fundamental vibration eigenvalue is maximized under volume constraints for shape and topology optimization.
Masatoshi SHIMODA, Ryo TSUTSUMI
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Evolutionary Approaches to Optimization Problems in Chimera Topologies
, 2016 Chimera graphs define the topology of one of the first commercially available quantum computers. A variety of optimization problems have been mapped to this topology to evaluate the behavior of quantum enhanced optimization heuristics in relation to ...
Anderson C. A. +6 more
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An engineering constraint method for continuum structural topology optimization
Advances in Mechanical Engineering, 2017 Manufacturing and machining property are the most important features of structures. The product with good processing property is not only to decrease its costs but also to increase its efficiency. It is very difficult to design and machine because of the
Jianfeng Zhu, Xiaokai Chen
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