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Developing an intrinsically secure information barrier for arms control verification through machine learning

Padilla, Eduardo A.; Siefert, Christopher; Komkov, Heidi B.; Tsai, Sarah W.; Weinfurther, Kyle J.; Kamm, Ryan J.; Davis, James H.; Hecht, Adam J.

Near-term solutions are needed to allow for flexible engagement in future nuclear arms control discussions. This project developed a method for implementing an information barrier (IB) on commercial systems, shortening the research and development lifecycle for warhead verification technologies while offering improved and inherently flexible capabilities. The crux of the verification challenge remains the difficulty in developing an authenticatable IB which prevents sensitive host country information from inadvertent transmission to an inspector. Many concepts for IB’s rely on dedicated “trusted” processor modules developed with dedicated custom radiation detection systems and associated algorithms. Without a priori knowledge of the treaty item, the parameter space for measurements can be nearly infinite and robustness against spoofing without the ability to view sensitive data is key. This project has produced an unclassified framework capable of ingesting data from common gamma detectors and identifying the presence of weapons grade nuclear material at over 90% accuracy.

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Pulsed power performance of the Z machine: Ten years after the upgrade

IEEE International Pulsed Power Conference

Savage, Mark E.; Austin, Kevin N.; Hutsel, Brian T.; Kamm, Ryan J.; Mckee, G.R.; Stygar, William A.; Wakeland, Peter E.; White, William M.

The Z machine is a 36-module, multi-megavolt, low impedance magnetic pressure driver for high-energy-density physics experiments. In 2007, a major re-build doubled the stored energy and increased the peak current capability of Z. The upgraded system routinely drives 27 MA through low inductance dynamic loads with 110 nanosecond time to peak current. The Z pulsed power system is expected to be prepared for a full-energy experiment every day, with a small (<2%) chance of pulsed power system failure, and ±2 ns timing precision. To maintain that schedule with 20 MJ stored, it becomes essential to minimize failures that can damage hardware. We will show the results of several improvements made to the system that reduce spurious breakdowns and improve precision. In most cases, controlling electric fields is key, both to reliable insulation and to precision switching. The upgraded Z pulsed power system was originally intended to operate with 5 MV peak voltage in the pulse-forming section. Recent operation has been above 6 MV. Critical items in the pulsed power system are the DC-charged Marx generators, oil-water barriers, laser-triggered gas switches, and the vacuum insulator. We will show major improvements to the laser-triggered gas switches, and the water-insulated pulse forming lines, as well as delivered current reproducibility results from user experiments on the machine.

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Pulsed power performance of the Z machine: Ten years after the upgrade

IEEE International Pulsed Power Conference

Savage, Mark E.; Austin, Kevin N.; Hutsel, Brian T.; Kamm, Ryan J.; Mckee, G.R.; Stygar, William A.; Wakeland, Peter E.; Wemple, Nathan R.; White, William M.

The Z machine is a 36-module, multi-megavolt, low impedance magnetic pressure driver for high-energy-density physics experiments. In 2007, a major re-build doubled the stored energy and increased the peak current capability of Z. The upgraded system routinely drives 27 MA through low inductance dynamic loads with 110 nanosecond time to peak current. The Z pulsed power system is expected to be prepared for a full-energy experiment every day, with a small (<2%) chance of pulsed power system failure, and ±2 ns timing precision. To maintain that schedule with 20 MJ stored, it becomes essential to minimize failures that can damage hardware. We will show the results of several improvements made to the system that reduce spurious breakdowns and improve precision. In most cases, controlling electric fields is key, both to reliable insulation and to precision switching. The upgraded Z pulsed power system was originally intended to operate with 5 MV peak voltage in the pulse-forming section. Recent operation has been above 6 MV. Critical items in the pulsed power system are the DC-charged Marx generators, oil-water barriers, laser-triggered gas switches, and the vacuum insulator. We will show major improvements to the laser-triggered gas switches, and the water-insulated pulse forming lines, as well as delivered current reproducibility results from user experiments on the machine.

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Daily operation of Z: an 80 TW 36-module pulsed power driver

Savage, Mark E.; Cuneo, Michael E.; Davis, Jean-Paul; Hutsel, Brian T.; Jones, Michael; Jones, Peter; Kamm, Ryan J.; Lopez, Michael R.; Matzen, M.K.; Mcdaniel, D.H.; Mckee, G.R.; Maenchen, J.E.; Owen, A.C.; Porter, John L.; Prestwich, K.R.; Schwarz, Jens; Sinars, Daniel; Stoltzfus, Brian; Struve, Kenneth; Stygar, William A.; Wakeland, Peter E.; White, William M.

Abstract not provided.

8 Results
8 Results