Can I read Explainable ML in Natural Sciences on EtoBox?

Explainable ML in Natural Sciences by Yelysey Nizyev is a document available to read on EtoBox.

What is Explainable ML in Natural Sciences about?

This document discusses how explainable machine learning can provide scientific insights and discoveries by incorporating domain knowledge from natural sciences. It defines key concepts like transparency, interpretability and explainability. Examples are given of ML approaches used in natural sciences that derive scientific outcomes by either explaining output results or interpretable models with domain knowledge. Incorporating domain knowledge can also promote scientifically consistent solutions and help w

Author

Yelysey Nizyev

Language

EN