Hangzhou Rare Earth Technology Outlines AI Roadmap to Accelerate Rare Earth Discovery and Advanced Manufacturing

Highlights

• Hangzhou Rare Earth Technology describes AI applications in permanent magnet optimization, magnetic cooling, and advanced light-emitting materials research.
• Google DeepMind's GNoME system predicted roughly 381,000 unknown stable crystal structures in 2023, illustrating AI's potential to shorten early discovery cycles.
• AI could help reduce dysprosium and terbium consumption in high-performance magnets, potentially easing supply vulnerabilities if heat resistance can be maintained.
• China's vast processing and manufacturing datasets could give its producers a proprietary AI training advantage over Western competitors lacking equivalent industrial data.
• REEx warns that Western nations may close mining and refining gaps while falling further behind in specialized materials patents and manufacturing expertise.