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Project overview: numerical modeling, measurements and machine learning

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  1. Project overview: numerical modeling, measurements and machine learning Ramaz Botchorishvili, Chair for Numerical Analysis and Computational Technologies, Ivane JavakhishviliTbilisi State University(TSU) GGSWBS 2018 @ TSU, 2018, August 20-24

  2. Projects

  3. Projects

  4. Projects

  5. Projects

  6. Projects

  7. Multischeme: is it worth of efforts? Wind - Vmax -1 Spatial scheme - upwind -1 Refinement - 0 -1 Time scheme - Euler -1 Wind - 2*Vmax -2 Spatial scheme - MUSCL -2 Refinement - 2 -2^6 Time scheme - Euler -1 times more work=2^8 Wind - 4*Vmax -4 Spatial scheme - MUSCL -2 Refinement - 4 -2^12 Time scheme - RK2 -2 Wind - 8*Vmax -8 Spatial scheme - ENO5 -16 Refinement - 8 -2^24 Time scheme - RK4 -4 times more work=2^35 times more work=2^16 Conclusion: it is worth, if do not wish to spend 2^(xx) more efforts

  8. Projects

  9. Projects

  10. Projects

  11. Projects

  12. Projects

  13. Projects

  14. Project ideas

  15. Projects

  16. Thanks for listening!