Accelerating the discovery of new materials with deep learning.

Published in: IUCrJ (2021)

The use of deep learning and ideas from image recognition to accelerate data analysis and hence discovery of novel materials is described. A particular focus is given to the field of energy research.

Keyphrases

deep learning
data analysis
small molecule
artificial intelligence
convolutional neural network
high throughput
machine learning
single cell