Cargando…
Generative Models for Extrapolation Prediction in Materials Informatics
[Image: see text] We report a deep generative model for regression tasks in materials informatics. The model is introduced as a component of a data imputer and predicts more than 20 diverse experimental properties of organic molecules. The imputer is designed to predict material properties by “imagi...
| Autores principales: | , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
American Chemical Society
2021
|
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8190893/ https://www.ncbi.nlm.nih.gov/pubmed/34124480 http://dx.doi.org/10.1021/acsomega.1c01716 |