Iterative Surrogate Model Optimization (ISMO)

This repository is the main driver for the experiments found in the arxiv paper Iterative Surrogate Model Optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networks arXiv:2008.05730

To get started, it is probably a good idea to checkout the example repositories

• https://github.com/kjetil-lye/ismo_validation
• https://github.com/kjetil-lye/ismo_airfoil
• https://github.com/kjetil-lye/ismo_heat