Deep super-resolution neural network for structural topology optimization

Neural networks for topology optimization

(2019) Ivan Sosnovik et al.   RUSSIAN JOURNAL OF NUMERICAL ANALYSIS AND MATHEMATICAL MODELLING

Machine Learning Driven Real Time Topology Optimization under Moving Morphable Component (MMC)-Based Framework

(2018) Xin Lei et al.   JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME

A multi-way data analysis approachfor structural health monitoring of a cable-stayed bridge

(2018) Mehrisadat Makki Alamdari et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Deep learning for determining a near-optimal topological design without any iteration

(2018) Yonggyun Yu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Model identification of reduced order fluid dynamics systems using deep learning

(2017) Z. Wang et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS

Ultrasonic signal classification and imaging system for composite materials via deep convolutional neural networks

(2017) Min Meng et al.   NEUROCOMPUTING

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Super-resolution mapping of wetland inundation from remote sensing imagery based on integration of back-propagation neural network and genetic algorithm

(2015) Linyi Li et al.   REMOTE SENSING OF ENVIRONMENT

Doing Topology Optimization Explicitly and Geometrically—A New Moving Morphable Components Based Framework

(2014) Xu Guo et al.   JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME

Parallel computing in topology optimization of structures with stress constraints

(2013) J. París et al.   COMPUTERS & STRUCTURES

A new efficient convergence criterion for reducing computational expense in topology optimization: reducible design variable method

(2012) Sun Yong Kim et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Efficient topology optimization in MATLAB using 88 lines of code

(2010) Erik Andreassen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Efficient use of iterative solvers in nested topology optimization

(2009) Oded Amir et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Super-Resolution in Medical Imaging

(2008) H. Greenspan   COMPUTER JOURNAL