A general differentiable layout optimization framework for heat transfer problems

A 99 line topology optimization code written in Matlab

Ole Sigmund · Structural and Multidisciplinary Optimization · 2001 · 2.6K citations

Computing, Computational Engineering, Computer Science +9

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

Xu Guo, Weisheng Zhang, Wenliang Zhong · Journal of Applied Mechanics · 2014 · 1.2K citations · Full text

Computing, Computational Engineering, Mechanical Engineering +10

Co-designing electronics with microfluidics for more sustainable cooling

Remco van Erp, Reza Soleimanzadeh, Luca Nela et al. · Nature · 2020 · 1.1K citations · Full text

Engineering, Electrical Engineering, Mechanical Engineering +14

Automatic differentiation in machine learning: a survey

arXiv (Cornell University) · 2015 · 848 citations · Full text

Computing, Computer Science, Derivatives +10

A new topology optimization approach based on Moving Morphable Components (MMC) and the ersatz material model

Weisheng Zhang, Jie Yuan, Jian Zhang et al. · Structural and Multidisciplinary Optimization · 2015 · 601 citations

Architecture, Computational Engineering, Design Optimization +8