PLSE Seminar Series - Eva Darulova - Programming with Numerical Uncertainties

PLSE Seminar Series - Eva Darulova - Programming with Numerical Uncertainties

Paul G. Allen School via YouTube Direct link

Intro

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1 of 16

Intro

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PLSE Seminar Series - Eva Darulova - Programming with Numerical Uncertainties

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  1. 1 Intro
  2. 2 Which data type?
  3. 3 Outline
  4. 4 Rosa - the Verifying Compiler
  5. 5 Standard Range Arithmetic
  6. 6 Interval arithmetic meets SMT
  7. 7 Separation of Errors
  8. 8 Tracking Roundoff Errors
  9. 9 Conclusions
  10. 10 Discontinuities
  11. 11 Discontinuity Error
  12. 12 Loops
  13. 13 Synthesizing Accurate Expressions
  14. 14 Guarantees
  15. 15 Evolution of Errors
  16. 16 Conclusion Quantifying numerical uncertainties is hard.

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