# Machine learning for surface prediction in ACTS

arXiv: https://arxiv.org/abs/2108.03068 · HTML: https://mlsanity.com/paper/2108.03068/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 5 references that are in the map.
- First posted on arXiv 6 Aug 2021.

## Abstract (arXiv)

We present an ongoing R&D activity for machine-learning-assisted navigation through detectors to be used for track reconstruction. We investigate different approaches of training neural networks for surface prediction and compare their results. This work is carried out in the context of the ACTS tracking toolkit.