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Classroom Contents
AIUK 2022 Workshop - RADDISH: Real-Time Data Assimilation for Digital Twins
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- 1 Introduction
- 2 Motivation for data simulation
- 3 Data simulation definition
- 4 Data simulation techniques
- 5 Particle filtering
- 6 Interactive notebook
- 7 Model agnostic
- 8 Data simulation setup
- 9 Data simulation plots
- 10 Tech stack
- 11 Parallelization
- 12 Parallelization overview
- 13 Parallelization performance
- 14 Future work
- 15 Thank you
- 16 Takehome
- 17 Tsunami
- 18 Comparison
- 19 Error
- 20 Parameter evolution
- 21 Questions
- 22 Digital twin
- 23 Digital twins
- 24 Python implementation
- 25 Contacts
- 26 QA
- 27 AI trained models
- 28 Cloudbased measurements
- 29 Realtime questions
- 30 Realtime requirements
- 31 Realtime observations
- 32 Realtime drift
- 33 Email ramturingacuk
- 34 Workshop
- 35 Sensors
- 36 Sensors moving
- 37 Workshops
- 38 Thanks
- 39 Deployments
- 40 Scaling plots
- 41 Finding a workflow
- 42 Integration with Julia
- 43 Outro
