Code for the paper "Generative design of breakwaters usign deep convolutional neural network as a surrogate model"

Generative design of breakwaters usign deep convolutional neural network as a surrogate model

This repository contains the code for the paper "Generative design of breakwaters usign deep convolutional neural network as a surrogate model".

Proposed approach has the following form

You can check simple_intro jupyter notebook for simple and fast computable introduction. Swan folder contains the real numerical model, results contains experimental results obtained after running main file. In models folder you can find surrogate models.