TOuNN: Topology Optimization using Neural Networks

Author:

Chandrasekhar Aaditya,Suresh Krishnan

Publisher

Springer Science and Business Media LLC

Subject

Control and Optimization,Computer Graphics and Computer-Aided Design,Computer Science Applications,Control and Systems Engineering,Software

Reference53 articles.

1. Abadi M, et al (2016) Tensorflow: large-scale machine learning on heterogeneous distributed systems. arXiv:1603.04467

2. Andreassen E, et al (2011) Efficient topology optimization in MATLAB using 88 lines of code. Struct Multidiscipl Optim 43(1):1–16

3. Arora R, et al (2016) Understanding deep neural networks with rectified linear units. arXiv:1611.01491

4. Banga S, et al (2018) 3D topology optimization using convolutional neural networks. arXiv:1808.07440

5. Baydin AG, et al (2017) Automatic differentiation in machine learning: a survey. J Mach Learn Res 18(1):5595–5637

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