Fig. 7: Implementation of an interactive battery recipe information-retrieval system.
From: Building an end-to-end battery recipe knowledge base via transformer-based text mining

Our recipe information-retrieval system allows materials scientists to search for battery recipes by specifying chosen precursors or synthesis methods. When integrated into a web service, the system provides visualization capabilities for the recipes.