AI for science· survey· 2022
Graph neural networks for materials science and chemistry
On the reading lists
- #37 on the Surveys & tutorials shelf (2026 edition)
Why it matters
Survey of GNNs in materials and chemistry.
Condensed from the expert lists' notes.
The record
- First released
- 2022 (from OpenAlex)
- Citations
- 875 citations, as counted by OpenAlex (CC0)
- Named by
- the grok list only
Data sources
Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.