Sharing my Genetic Algoritm and Machine Learning project that utilizes OpenMC for reactor power profile optimization

Third-Party Projects
1

Well, for the past month, I’ve been working on a project to implement a Genetic algorithm to have a better and uniform power profile in a reactor. So, I thought, why not share the project and make it open source since the whole optimization depends on openMC. I hope enthusiastic people here will contribute to improving the project. Here’s the GitHub repo: GitHub - XxNILOYxX/nomad: A Genetic Algorithm for nuclear fuel optimization using ML surrogates (KNN, Random Forest, Ridge) and OpenMC. Optimizes fuel loading patterns for a target k-eff and minimal Power Peaking Factor (PPF).

5 Likes
2

@Niloy, thanks for sharing, it seems very interesting and promising project.
regards

1 Like