
Automating Knowledge in Nuclear Fusion
Using AI to build the first knowledge graph of fusion energy
This research introduces a multi-step pipeline for automatically structuring complex knowledge from large document collections in highly specialized fields.
- Constructs the first comprehensive knowledge graph for nuclear fusion energy
- Employs automatic named entity recognition and entity resolution techniques
- Demonstrates effective information elicitation and retrieval from complex technical documents
- Provides a framework that can be applied to other specialized domains
This engineering innovation creates an organized, accessible knowledge structure for a field critical to future energy solutions, helping researchers navigate vast technical information more effectively.