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