A Bayesian framework to investigate radiation reaction in strong fields

High Power Laser Science and Engineering Cambridge University Press (CUP) 13 (2025) e25

Authors:

Eva E Los, Christopher Arran, Elias Gerstmayr, Matthew JV Streeter, Brendan Kettle, Zulfikar Najmudin, Christopher P Ridgers, Gianluca Sarri, Stuart PD Mangles

Abstract:

Abstract Recent experiments aiming to measure phenomena predicted by strong-field quantum electrodynamics (SFQED) have done so by colliding relativistic electron beams and high-power lasers. In such experiments, measurements of collision parameters are not always feasible. However, precise knowledge of these parameters is required to accurately test SFQED. Here, we present a novel Bayesian inference procedure that infers collision parameters that could not be measured on-shot. This procedure is applicable to all-optical non-linear Compton scattering experiments investigating radiation reaction. The framework allows multiple diagnostics to be combined self-consistently and facilitates the inclusion of known information pertaining to the collision parameters. Using this Bayesian analysis, the relative validity of the classical, quantum-continuous and quantum-stochastic models of radiation reaction was compared for several test cases, which demonstrates the accuracy and model selection capability of the framework and highlight its robustness if the experimental values of fixed parameters differ from their values in the models.

Increasing Quantum Speed Limit of Relativistic Electron via Non-uniform Magnetic Field

Chapter in The Relativistic Universe: From Classical to Quantum, Springer Nature 61 (2025) 515-524

Authors:

Srishty Aggarwal, Banibrata Mukhopadhyay, Subhashish Banerjee, Arindam Ghosh, Gianluca Gregori

Abstract:

Quantum speed limit (QSL) defines the theoretical upper bound on how fast a quantum system can evolve between states. It imposes a fundamental constraint on the rate of quantum information processing. For a relativistic spin-up electron in a uniform magnetic field, QSL increased with the magnetic field strength till around 1015$$10^{15}$$ Gauss, before saturating at a saturated QSL (SQSL) of 0.2407c$$0.2407c$$, where ‘c’ is the speed of light. We show that by using variable magnetic fields, it is possible to surpass this limit, achieving SQSL up to 0.4$$0.4$$–0.6c. To attain this quantum phenomenon, we solve the evolution equation of relativistic electron in spatially varying magnetic fields and find that the energies of various electron states become non-degenerate as opposed to the constant magnetic field case. This redistribution of energy is the key ingredient to accomplish higher QSL and, thus, a high information processing speed. We further explore how QSL can serve as a bridge between relativistic and non-relativistic quantum dynamics, providing insights via the Bremermann-Bekenstein bound, a quantity which constrains the maximal rate of information production. We also propose a practical experimental setup to realize these advancements. These results hold immense potential for propelling fields of quantum computation, thermodynamics and metrology.

Investigating the impact of intermediate-mode perturbations on diagnosing plasma conditions in DT cryogenic implosions via synthetic x-ray Thomson scattering

Plasma Physics and Controlled Fusion IOP Publishing 67:1 (2024) 015034

Authors:

H Poole, D Cao, R Epstein, I Golovkin, VN Goncharov, SX Hu, M Kasim, SM Vinko, T Walton, SP Regan, G Gregori

Abstract:

The pursuit of inertial confinement fusion ignition target designs requires precise experimental validation of the conditions within imploding capsules, in particular the density and temperature of the compressed shell. Previous work has identified x-ray Thomson scattering (XRTS) as a viable diagnostic tool for inferring the in-flight compressed deuterium-tritium shell conditions during capsule implosions (Poole et al 2022 Phys. Plasmas 29 072703). However, this study focused on one-dimensional simulations, which do not account for the growth of hydrodynamic instabilities. In this work, two-dimensional DRACO simulations incorporating intermediate-mode perturbations up to Legendre mode ℓ=50 were used to generate synthetic XRTS spectra with the SPECT3D code. The analysis employed Markov-Chain Monte Carlo techniques to infer plasma conditions from these spectra. The results demonstrate that the XRTS diagnostic platform can effectively discern the in-flight compressed shell conditions for targets with varying adiabats, even in the presence of intermediate-mode perturbations. This work underscores the potential of XRTS for realistic inertial confinement fusion experiments, providing a robust method for probing the complex dynamics of fusion implosions.

Numerical simulations of laser-driven experiments of ion acceleration in stochastic magnetic fields

Physics of Plasmas American Institute of Physics 31:12 (2024) 122105

Authors:

Kassie Moczulski, Thomas Campbell, Charles Arrowsmith, Archie Bott, Subir Sarkar, Alexander Schekochihin, Gianluca Gregori

Abstract:

We present numerical simulations used to interpret laser-driven plasma experiments at the GSI Helmholtz Centre for Heavy Ion Research. The mechanisms by which non-thermal particles are accelerated, in astrophysical environments e.g., the solar wind, supernova remnants, and gamma ray bursts, is a topic of intense study. When shocks are present the primary acceleration mechanism is believed to be first-order Fermi, which accelerates particles as they cross a shock. Second-order Fermi acceleration can also contribute, utilizing magnetic mirrors for particle energization. Despite this mechanism being less efficient, the ubiquity of magnetized turbulence in the universe necessitates its consideration. Another acceleration mechanism is the lower-hybrid drift instability, arising from gradients of both density and magnetic field, which produce lower-hybrid waves with an electric field which energizes particles as they cross these waves. With the combination of high-powered laser systems and particle accelerators it is possible to study the mechanisms behind cosmic-ray acceleration in the laboratory. In this work, we combine experimental results and high-fidelity threedimensional simulations to estimate the efficiency of ion acceleration in a weakly magnetized interaction region. We validate the FLASH MHD code with experimental results and use OSIRIS particle-in-cell (PIC) code to verify the initial formation of the interaction region, showing good agreement between codes and experimental results. We find that the plasma conditions in the experiment are conducive to the lower-hybrid drift instability, yielding an increase in energy ∆E of ∼ 264 keV for 242 MeV calcium ions.

Increasing quantum speed limit via non-uniform magnetic field

(2024)

Authors:

Srishty Aggarwal, Banibrata Mukhopadhyay, Subhashish Banerjee, Arindam Ghosh, Gianluca Gregori