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The Machine Learning Revolution
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Classroom Contents
Artificial Intelligence for Accelerating Materials Discovery
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- 1 Intro
- 2 Welcome
- 3 AI Progress
- 4 The Next Frontier
- 5 The Machine Learning Revolution
- 6 The Real World
- 7 Symbolic AI
- 8 Alphago
- 9 High throughput
- 10 Crystal structure mapping
- 11 Pattern of factor decomposition
- 12 Crystal structure face mapping
- 13 Crystal matrix factorization
- 14 Crystal agents
- 15 Crystal arm
- 16 Phase mapper
- 17 Autonomous Systems
- 18 Ares
- 19 Sarah
- 20 Team
- 21 Summary
- 22 Questions
- 23 Opportunities Limitations
- 24 More Questions
- 25 When
- 26 Data Availability
- 27 Crystal Availability
- 28 Conclusion
