Théo A. Neukomm

ML researcher for chemistry & chess enjoyer

Theo Neukomm

About me

Hi! I'm Théo, a machine‑learning researcher focusing on chemical applications. Currently 2nd year PhD in the Laboratory of Artificial Chemical Intelligence (LIAC) at EPFL in Switzerland 🇨🇭

On the ML side, my principal interests include Reinforcement Learning, (Large) Language Models, and Explainability.
On the chemistry side, I am very interested by the organic field, and how to better understand and greenify it.
Moreover, I am very motivated by the open-source effort in particular what has to do with cheminfo!

Selection of papers, an exhaustive list is available on my Scholar profile

Published articles

Preprinted articles

Projects

Here are some of my projects:

Mechanism drag'n'drop – A web-based UI for drawing of arrow-pushing mechanisms

MolMugshot – A python package to visualize molecules in a semi-3D fashion (30s video)

Mortals – A set of handy tools for cheminformatics and visualization in the terminal


My external links