Machine Learning in Equation of State and Transport Modeling at Extreme Conditions

Machine Learning in Equation of State and Transport Modeling at Extreme Conditions

Institute for Pure & Applied Mathematics (IPAM) via YouTube Direct link

Improving Jastro

13 of 20

13 of 20

Improving Jastro

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Machine Learning in Equation of State and Transport Modeling at Extreme Conditions

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  1. 1 Intro
  2. 2 National Ignition Facility
  3. 3 Compensating Errors
  4. 4 Equation of State
  5. 5 QMC
  6. 6 Uncertainty Quantification
  7. 7 Aluminum
  8. 8 Real Space QMC
  9. 9 Aluminum Project
  10. 10 Multifidelity Modeling
  11. 11 Onsatsa
  12. 12 Improving wave functions
  13. 13 Improving Jastro
  14. 14 Spectral Neighbor Analysis Potential
  15. 15 Performance
  16. 16 Initial implementation
  17. 17 Potentials
  18. 18 Optimal Pair Potential
  19. 19 Dynamical Properties
  20. 20 Conclusion

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