Jan Schuetzke

Proud to present our recent work on the evaluation of neural network architectures for classifying spectroscopic data. The article is available in @Nature_NPJ. nature.com/articles/s41524-0…

Slides, data and evaluation notebook of my talk at #ECM33 in the MS35 session are online: A Critical Review of Neural Networks for the Use with Spectroscopic Data github.com/jschuetzke/ecm33_… Thanks @ECA_social for the invitation!

We present a synthetic dataset generator to benchmark machine learning models on spectroscopic data. Spoiler: No neural network model we tested achieved a perfect accuracy. Manuscript: arxiv.org/abs/2206.06031 Code: github.com/jschuetzke/synthe…