Publications

Results 26–50 of 177

Search results

Jump to search filters

Deep-learning-enabled Bayesian inference of fuel magnetization in magnetized liner inertial fusion

Physics of Plasmas

Laros, James H.; Knapp, Patrick K.; Slutz, Stephen A.; Schmit, Paul S.; Chandler, Gordon A.; Gomez, Matthew R.; Harvey-Thompson, Adam J.; Mangan, Michael M.; Ampleford, David A.; Beckwith, Kristian B.

Fuel magnetization in magneto-inertial fusion (MIF) experiments improves charged burn product confinement, reducing requirements on fuel areal density and pressure to achieve self-heating. By elongating the path length of 1.01 MeV tritons produced in a pure deuterium fusion plasma, magnetization enhances the probability for deuterium-tritium reactions producing 11.8−17.1 MeV neutrons. Nuclear diagnostics thus enable a sensitive probe of magnetization. Characterization of magnetization, including uncertainty quantification, is crucial for understanding the physics governing target performance in MIF platforms, such as magnetized liner inertial fusion (MagLIF) experiments conducted at Sandia National Laboratories, Z-facility. We demonstrate a deep-learned surrogate of a physics-based model of nuclear measurements. A single model evaluation is reduced from CPU hours on a high-performance computing cluster down to ms on a laptop. This enables a Bayesian inference of magnetization, rigorously accounting for uncertainties from surrogate modeling and noisy nuclear measurements. The approach is validated by testing on synthetic data and comparing with a previous study. We analyze a series of MagLIF experiments systematically varying preheat, resulting in the first ever systematic experimental study of magnetic confinement properties of the fuel plasma as a function of fundamental inputs on any neutron-producing MIF platform. We demonstrate that magnetization decreases from B ∼0.5 to B MG cm as laser preheat energy deposited increases from preheat ∼460 J to E preheat ∼1.4 kJ. This trend is consistent with 2D LASNEX simulations showing Nernst advection of the magnetic field out of the hot fuel and diffusion into the target liner.

More Details

Developing a platform to enable parameter scaling studies in Magnetized Liner Inertial Fusion experiments

Gomez, Matthew R.; Slutz, Stephen A.; Jennings, Christopher A.; Weis, Matthew R.; Lamppa, Derek C.; Harvey-Thompson, Adam J.; Geissel, Matthias G.; Awe, Thomas J.; Chandler, Gordon A.; Crabtree, Jerry A.; Fein, Jeffrey R.; Hansen, Stephanie B.; Harding, Eric H.; Laros, James H.; Mangan, Michael M.; Ruiz, Daniel E.; Smith, Ian C.; Yager-Elorriaga, David A.; Ampleford, David A.; Beckwith, Kristian B.

Abstract not provided.

Increased preheat energy to MagLIF targets with cryogenic cooling

Harvey-Thompson, Adam J.; Geissel, Matthias G.; Crabtree, Jerry A.; Weis, Matthew R.; Gomez, Matthew R.; Fein, Jeffrey R.; Ampleford, David A.; Awe, Thomas J.; Chandler, Gordon A.; Galloway, B.R.; Hansen, Stephanie B.; Hanson, Jeffrey J.; Harding, Eric H.; Jennings, Christopher A.; Kimmel, Mark W.; Knapp, Patrick K.; Lamppa, Derek C.; Laros, James H.; Mangan, Michael M.; Maurer, A.; Perea, L.; Peterson, Kara J.; Porter, John L.; Rambo, Patrick K.; Robertson, Grafton K.; Rochau, G.A.; Ruiz, Daniel E.; Shores, Jonathon S.; Slutz, Stephen A.; Smith, Ian C.; Speas, Christopher S.; Yager-Elorriaga, David A.; York, Adam Y.; Paguio, R.R.; Smith, G.E.

Abstract not provided.

An overview of magneto-inertial fusion on the Z Machine at Sandia National Laboratories

Yager-Elorriaga, David A.; Gomez, Matthew R.; Ruiz, Daniel E.; Slutz, Stephen A.; Harvey-Thompson, Adam J.; Jennings, Christopher A.; Weis, Matthew R.; Awe, Thomas J.; Chandler, Gordon A.; Myers, Clayton E.; Fein, Jeffrey R.; Geissel, Matthias G.; Glinsky, Michael E.; Hansen, Stephanie B.; Harding, Eric H.; Lamppa, Derek C.; Laros, James H.; Robertson, Grafton K.; Savage, Mark E.; Ampleford, David A.; Beckwith, Kristian B.; Peterson, Kyle J.; Porter, John L.; Rochau, G.A.

Abstract not provided.

An overview of magneto-inertial fusion on the Z Machine at Sandia National Laboratories

Yager-Elorriaga, David A.; Gomez, Matthew R.; Ruiz, Daniel E.; Slutz, Stephen A.; Harvey-Thompson, Adam J.; Jennings, Christopher A.; Knapp, Patrick K.; Schmit, Paul S.; Weis, Matthew R.; Awe, Thomas J.; Chandler, Gordon A.; Mangan, Michael M.; Myers, Clayton E.; Fein, Jeffrey R.; Geissel, Matthias G.; Glinsky, Michael E.; Hansen, Stephanie B.; Harding, Eric H.; Lamppa, Derek C.; Webster, Evelyn L.; Rambo, Patrick K.; Robertson, Grafton K.; Savage, Mark E.; Smith, Ian C.; Ampleford, David A.; Beckwith, Kristian B.; Peterson, Kara J.; Porter, John L.; Rochau, G.A.; Sinars, Daniel S.

Abstract not provided.

Scaling laser preheat for MagLIF with the Z-Beamlet laser

Physics of Plasmas

Weis, Matthew R.; Harvey-Thompson, Adam J.; Ruiz, Daniel E.

Optimizing the performance of the Magnetized Liner Inertial Fusion (MagLIF) platform on the Z pulsed power facility requires coupling greater than 2 kJ of preheat energy to an underdense fuel in the presence of an applied axial magnetic field ranging from 10 to 30 T. Achieving the suggested optimal preheat energies has not been experimentally achieved so far. In this work, we explore the preheat design space for cryogenically cooled MagLIF targets, which represent a viable candidate for increasing preheat energies. Using 2D and 3D HYDRA MHD simulations, we first discuss the various physical effects that occur during laser preheat, such as laser energy deposition, self-focusing, and filamentation. After identifying the changes that different phase plates, gas-fill densities, and magnetic fields bring to the aforementioned physical effects, we, then, consider higher laser energies that are achievable with modest upgrades to the Z Beamlet laser. Lastly, with a 6.0-kJ upgraded laser, 3D calculations suggest that it is possible to deliver 4.25 kJ into the MagLIF fuel, resulting in an expected deuterium neutron yield of YDD ≃ 1.5 × 1014, or roughly 50 kJ of DT equivalent yield, at 20-MA current drive. This represents a 10-fold increase in the currently achieved yields for MagLIF.

More Details

IMPROVED PERFORMANCE OF MAGNETIZED LINER INERTIAL FUSION EXPERIMENTS WITH HIGH-ENERGY LOW-MIX LASER PREHEAT CONFIGURATIONS

Harvey-Thompson, Adam J.; Geissel, Matthias G.; Weis, Matthew R.; Jennings, Christopher A.; Gomez, Matthew R.; Fein, Jeffrey R.; Ampleford, David A.; Bliss, David E.; Chandler, Gordon A.; Glinsky, Michael E.; Hahn, Kelly; Hansen, Stephanie B.; Hanson, Joseph C.; Harding, Eric H.; Knapp, Patrick K.; Mangan, Michael M.; Perea, L.; Peterson, Kyle J.; Porter, John L.; Rambo, Patrick K.; Robertson, Grafton K.; Rochau, G.A.; Ruiz, Carlos; Schwarz, Jens S.; Shores, Jonathon S.; Sinars, Daniel S.; Slutz, Stephen A.; Smith, Ian C.; Speas, Christopher S.; Whittemore, K.; Paguio, Reny; Smith, Gary L.; York, Adam Y.

Abstract not provided.

The effect of laser entrance hole foil thickness on MagLIF-relevant laser preheat

Physics of Plasmas

Harvey-Thompson, Adam J.; Weis, Matthew R.; Ruiz, Daniel E.; Wei, M.S.; Sefkow, A.B.; Nagayama, Taisuke N.; Campbell, E.M.; Fooks, J.A.; Glinsky, Michael E.; Peterson, Kyle J.

The magnetized liner inertial fusion (MagLIF) scheme relies on coupling laser energy into an underdense fuel raising the fuel adiabat at the start of the implosion. To deposit energy into the fuel, the laser must first penetrate a laser entrance hole (LEH) foil which can be a significant energy sink and introduce mix. In this paper, we report on experiments investigating laser energy coupling into MagLIF-relevant gas cell targets with LEH foil thicknesses varying from 0.5 μm to 3 μm. Two-dimensional (2D) axisymmetric simulations match the experimental results well for 0.5 μm and 1 μm thick LEH foils but exhibit whole-beam self-focusing and excessive penetration of the laser into the gas for 2 μm and 3 μm thick LEH foils. Better agreement for the 2 μm-thick foil is found when using a different thermal conductivity model in 2D simulations, while only 3D Cartesian simulations come close to matching the 3 μm-thick foil experiments. The study suggests that simulations may over-predict the tendency for the laser to self-focus during MagLIF preheat when thicker LEH foils are used. This effect is pronounced with 2D simulations where the azimuthally symmetric density channel effectively self-focuses the rays that are forced to traverse the center of the plasma. The extra degree of freedom in 3D simulations significantly reduces this effect. The experiments and simulations also suggest that, in this study, the amount of energy coupled into the gas is highly correlated with the laser propagation length regardless of the LEH foil thickness.

More Details

Narrowband Self-Emission X-ray Imaging of MagLIF Targets on Z

Gomez, Matthew R.; Fein, Jeffrey R.; Hansen, Stephanie B.; Harvey-Thompson, Adam J.; Dunham, Gregory S.; Knapp, Patrick K.; Slutz, Stephen A.; Weis, Matthew R.; Jennings, Christopher A.; Robertson, Grafton K.; Speas, Christopher S.; Maurer, A.; Ampleford, David A.; Rochau, G.A.; Doron, R.; O Nedostup, E.; Stambulchik; Zarnitsky, Y.; Maron, Y.; Paguio, Reny; Tomlinson, Kurt; Huang, H.; Smith, Gary; Taylor, Randy

Abstract not provided.

Performance Scaling in Magnetized Liner Inertial Fusion Experiments

Physical Review Letters

Gomez, Matthew R.; Slutz, Stephen A.; Jennings, Christopher A.; Ampleford, David A.; Weis, Matthew R.; Myers, Clayton E.; Yager-Elorriaga, David A.; Hahn, K.D.; Hansen, Stephanie B.; Harding, Eric H.; Harvey-Thompson, Adam J.; Lamppa, Derek C.; Mangan, Michael M.; Knapp, Patrick K.; Awe, Thomas J.; Chandler, Gordon A.; Cooper, Gary W.; Fein, Jeffrey R.; Geissel, Matthias G.; Glinsky, Michael E.; Laros, James H.; Ruiz, C.L.; Ruiz, Daniel E.; Savage, Mark E.; Schmit, Paul S.; Smith, Ian C.; Styron, J.D.; Porter, John L.; Jones, Brent M.; Mattsson, Thomas M.; Peterson, Kyle J.; Rochau, G.A.; Sinars, Daniel S.

We present experimental results from the first systematic study of performance scaling with drive parameters for a magnetoinertial fusion concept. In magnetized liner inertial fusion experiments, the burn-averaged ion temperature doubles to 3.1 keV and the primary deuterium-deuterium neutron yield increases by more than an order of magnitude to 1.1×1013 (2 kJ deuterium-tritium equivalent) through a simultaneous increase in the applied magnetic field (from 10.4 to 15.9 T), laser preheat energy (from 0.46 to 1.2 kJ), and current coupling (from 16 to 20 MA). Individual parametric scans of the initial magnetic field and laser preheat energy show the expected trends, demonstrating the importance of magnetic insulation and the impact of the Nernst effect for this concept. A drive-current scan shows that present experiments operate close to the point where implosion stability is a limiting factor in performance, demonstrating the need to raise fuel pressure as drive current is increased. Simulations that capture these experimental trends indicate that another order of magnitude increase in yield on the Z facility is possible with additional increases of input parameters.

More Details

Temperature distributions and gradients in laser-heated plasmas relevant to magnetized liner inertial fusion

Physical Review E

Harding, Eric H.; Harvey-Thompson, Adam J.; Geissel, Matthias G.; Weis, Matthew R.; Hansen, Stephanie B.; Peterson, Kyle J.; Rochau, G.A.; Carpenter, K.R.; Mancini, R.C.

We present two-dimensional temperature measurements of magnetized and unmagnetized plasma experiments performed at Z relevant to the preheat stage in magnetized liner inertial fusion. The deuterium gas fill was doped with a trace amount of argon for spectroscopy purposes, and time-integrated spatially resolved spectra and narrow-band images were collected in both experiments. The spectrum and image data were included in two separate multiobjective analysis methods to extract the electron temperature spatial distribution Te(r,z). The results indicate that the magnetic field increases Te, the axial extent of the laser heating, and the magnitude of the radial temperature gradients. Comparisons with simulations reveal that the simulations overpredict the extent of the laser heating and underpredict the temperature. Temperature gradient scale lengths extracted from the measurements also permit an assessment of the importance of nonlocal heat transport.

More Details

Update on MagLIF preheat experiments

Harvey-Thompson, Adam J.; Geissel, Matthias G.; Weis, Matthew R.; Galloway, B.R.; Fein, Jeffrey R.; Awe, Thomas J.; Crabtree, Jerry A.; Ampleford, David A.; Bliss, David E.; Glinsky, Michael E.; Gomez, Matthew R.; Hanson, Joseph C.; Harding, Eric H.; Jennings, Christopher A.; Kimmel, Mark W.; Perea, L.; Peterson, Kyle J.; Porter, James D.; Rambo, Patrick K.; Robertson, Grafton K.; Ruiz, Daniel E.; Schwarz, Jens S.; Shores, Jonathon S.; Slutz, Stephen A.; Smith, Ian C.; York, Adam Y.; Paguio, R.R.; Smith, G.E.; Maudlin, M.; Pollock, B.

Abstract not provided.

Results 26–50 of 177
Results 26–50 of 177