Proud to present our recent work on the evaluation of neural network architectures for classifying spectroscopic data. The article is available in @Nature_NPJ.
https://t.co/fzpvUH8iet
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
https://t.co/yj9YdSF1lL
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: https://t.co/JTIInX7f02
Code: https://t.co/poZz76HD0p