Data-driven multifidelity topology design using a deep generative model: Application to forced convection heat transfer problems

Data-driven topology design using a deep generative model

(2021) Shintaro Yamasaki et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Level set topology optimization of cooling channels using the Darcy flow model

(2020) Sandilya Kambampati et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A Hybrid Strategy for the Discovery and Design of Photonic Structures

(2020) Zhaocheng Liu et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Topology optimization using material-field series expansion and Kriging-based algorithm: An effective non-gradient method

(2020) Yangjun Luo et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Topology optimization of heat sinks for instantaneous chip cooling using a transient pseudo-3D thermofluid model

(2020) Tao Zeng et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Cloaking a concentrator in thermal conduction via topology optimization

(2020) Garuda Fujii et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Three-dimensional topology optimization of thermal-fluid-structural problems for cooling system design

(2020) Minghao Yu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Topology design of two-fluid heat exchange

(2020) Hiroki Kobayashi et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Deep generative modeling for mechanistic-based learning and design of metamaterial systems

(2020) Liwei Wang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Topology optimization of two fluid heat exchangers

(2020) Lukas Christian Høghøj et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

A Survey on the Hypervolume Indicator in Evolutionary Multiobjective Optimization

(2020) Ke Shang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A “poor man’s” approach to topology optimization of natural convection problems

(2019) Janus Asmussen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi-Supervised Learning Strategy

(2019) Wei Ma et al.   ADVANCED MATERIALS

Deep Generative Design: Integration of Topology Optimization and Generative Models

(2019) Sangeun Oh et al.   JOURNAL OF MECHANICAL DESIGN

Topology optimization of heat and mass transfer problems in two fluids—one solid domains

(2019) Rony Tawk et al.   NUMERICAL HEAT TRANSFER PART B-FUNDAMENTALS

Freeform winglet design of fin-and-tube heat exchangers guided by topology optimization

(2019) Hiroki Kobayashi et al.   APPLIED THERMAL ENGINEERING

Multifidelity design guided by topology optimization

(2019) Kentaro Yaji et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A “poor man’s” approach for high-resolution three-dimensional topology design for natural convection problems

(2019) Nicolò Pollini et al.   ADVANCES IN ENGINEERING SOFTWARE

CMA-ES-based structural topology optimization using a level set boundary expression—Application to optical and carpet cloaks

(2018) Garuda Fujii et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A “poor man’s approach” to topology optimization of cooling channels based on a Darcy flow model

(2018) Xi Zhao et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Topology optimization of a pseudo 3D thermofluid heat sink model

(2018) Jan H.K. Haertel et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Experimental and numerical investigation of a mini channel forced air heat sink designed by topology optimization

(2018) Shi Zeng et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Density based topology optimization of turbulent flow heat transfer systems

(2018) Sumer B. Dilgen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Generative Model for the Inverse Design of Metasurfaces

(2018) Zhaocheng Liu et al.   NANO LETTERS

Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization

(2018) Benjamin Peherstorfer et al.   SIAM REVIEW

Knowledge discovery in databases for determining formulation in topology optimization

(2018) Shintaro Yamasaki et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Topology optimization for the design of flow fields in a redox flow battery

(2017) Kentaro Yaji et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Remarks on multi-fidelity surrogates

(2016) Chanyoung Park et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A topology optimization method for a coupled thermal–fluid problem using level set boundary expressions

(2015) Kentaro Yaji et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Topology Optimization of Fixed-Geometry Fluid Diodes

(2015) Sen Lin et al.   JOURNAL OF MECHANICAL DESIGN

Development of heat sink device by using topology optimization

(2013) Adriano A. Koga et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Topology optimization approaches

(2013) Ole Sigmund et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Topology optimization for fluid–thermal interaction problems under constant input power

(2013) Tadayoshi Matsumori et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A survey of structural and multidisciplinary continuum topology optimization: post 2000

(2013) Joshua D. Deaton et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Adjoint-based constrained topology optimization for viscous flows, including heat transfer

(2012) E. A. Kontoleontos et al.   ENGINEERING OPTIMIZATION

On the usefulness of non-gradient approaches in topology optimization

(2011) Ole Sigmund   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A structural optimization method based on the level set method using a new geometry-based re-initialization scheme

(2010) Shintaro Yamasaki et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Filters in topology optimization based on Helmholtz-type differential equations

(2010) B. S. Lazarov et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Heaviside projection based topology optimization by a PDE-filtered scalar function

(2010) Atsushi Kawamoto et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

On projection methods, convergence and robust formulations in topology optimization

(2010) Fengwen Wang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

GA topology optimization using random keys for tree encoding of structures

(2009) J. F. Aguilar Madeira et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Performance evaluation of a two stage adaptive genetic algorithm (TSAGA) in structural topology optimization

(2008) R. Balamurugan et al.   APPLIED SOFT COMPUTING