Demonstration of kilohertz operation of Hydrodynamic Optical-Field-Ionized Plasma Channels

Physical Review Accelerators and Beams American Physical Society (2022)

Authors:

A Alejo, J Cowley, A Picksley, R Walczak, SM Hooker

Abstract:

We demonstrate experimentally that hydrodynamic optical-field-ionized (HOFI) plasma channels can be generated at kHz-scale pulse repetition rates, in a static gas cell and for an extended period. Using a pump-probe arrangement, we show via transverse interferometry that the properties of two HOFI channels generated \SI{1}{ms} apart are essentially the same. We demonstrate that HOFI channels can be generated at a mean repetition rate of \SI{0.4}{kHz} for a period of 6.5 hours without degradation of the channel properties, and we determine the fluctuations in the key optical parameters of the channels in this period. Our results suggest that HOFI and conditioned HOFI channels are well suited for future high-repetition rate, multi-GeV plasma accelerator stages.

Multi-group radiation diffusion convergence in low-density foam experiments

Journal of Quantitative Spectroscopy and Radiative Transfer Elsevier 280 (2022) 108070

Authors:

Kw McLean, Steven Rose

Abstract:

We present an in-depth analysis of a Marshak radiation wave moving through an iron-oxide (Fe2O3) foam using a 1D multigroup diffusive radiation transport model, MDART (Multigroup Diffusion Algorithm for Radiation Transport). We consider the consequences of under-resolving the group structure and address how this could lead to incorrect conclusions in the analysis of general supersonic radiation wave experiments. We also provide an analysis of the types of experimental outcome one may incorrectly link to physical effects but are in fact due to poor simulation practice.

Insensitivity of a turbulent laser-plasma dynamo to initial conditions

(2022)

Authors:

AFA Bott, L Chen, P Tzeferacos, CAJ Palmer, AR Bell, R Bingham, A Birkel, DH Froula, J Katz, MW Kunz, C-K Li, H-S Park, R Petrasso, JS Ross, B Reville, D Ryu, FH Séguin, TG White, AA Schekochihin, DQ Lamb, G Gregori

Building high accuracy emulators for scientific simulations with deep neural architecture search.

Mach. Learn. Sci. Technol. 3 (2022) 1

Authors:

Muhammad Firmansyah Kasim, Duncan Watson-Parris, Lucia Deaconu, Sophy Oliver, Peter W Hatfield, Dustin H Froula, Gianluca Gregori, Matt Jarvis, Samar Khatiwala, Jun Korenaga, Jacob Topp-Mugglestone, Eleonora Viezzer, Sam M Vinko

Efficient Location-Based Tracking for IoT Devices Using Compressive Sensing and Machine Learning Techniques

Chapter in High-Dimensional Optimization and Probability, Springer Nature 191 (2022) 373-393

Authors:

Ramy Aboushelbaya, Taimir Aguacil, Qiuting Huang, Peter A Norreys