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Circulation fingerprints
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Classroom Contents
Understanding the Ocean's Response in a Future Climate - A Robust Blueprint for Trustworthy AI for Climate Analysis
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- 1 Introduction
- 2 Speaker Introduction
- 3 Topic Introduction
- 4 Background
- 5 Surface Currents
- 6 Machine Learning
- 7 Outline
- 8 Clusters
- 9 Circulation fingerprints
- 10 Inference method
- 11 CMIP
- 12 North Atlantic
- 13 Comparing models
- 14 Transparent and trustworthy AI
- 15 Interpretation and explainability
- 16 Additive feature attribution
- 17 Input features
- 18 Bayesian framework
- 19 Barriers
- 20 Summary
- 21 Thank you
- 22 Questions
- 23 Boundary Conditions
- 24 Conclusion
