Kilian Lieret

My research:

Using graph neural networks for charged particle reconstruction. It’s all open source, check out our GitHub organization. If you’re interested in contributing, let me know, there’s lots to do!

My expertise is:

Python, machine learning, organizing software training events

A problem I’m grappling with:

Writing ML frameworks that eliminate boilerplate and make your life easy without constraining creativity and hackability.

I’ve got my eyes on:

Reconstructing tracks with GNNs without edge classification

I want to know more about:

hyperparameter optimization, how to structure ML frameworks