Commit 31789627 authored by Luigi Sbailo's avatar Luigi Sbailo
Browse files

Update metainfo.json

parent b4a248e8
......@@ -7,6 +7,7 @@
"email": "ghiringhelli@fhi-berlin.mpg.de",
"title": "Identifying domains of applicability of machine-Learning models for materials science",
"description": "In this tutorial, we present a method, based on subgroup discovery, for detecting domains of applicability (DA) of ML models within a materials class. The domain of applicability of an ML model is the region of input space where the model predicts the target property with the smallest uncertainty. The utility of this approach is demonstrated by analyzing three state-of-the-art ML models for predicting the formation energy of transparent conducting oxides.",
"notebook_name": "domain_of_applicability.ipynb",
"url": "https://gitlab.mpcdf.mpg.de/nomad-lab/analytics-domain-of-applicability",
"link": "https://analytics-toolkit.nomad-coe.eu/hub/user-redirect/notebooks/tutorials/domain_of_applicability.ipynb",
"link_public": "https://analytics-toolkit.nomad-coe.eu/public/user-redirect/notebooks/tutorials/domain_of_applicability.ipynb",
......
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment