Efficient prediction of attosecond two-colour pulses from an X-ray free-electron laser with machine learning

ArXiv 2311.14751 (2023)

Authors:

Karim K Alaa El-Din, Oliver G Alexander, Leszek J Frasinski, Florian Mintert, Zhaoheng Guo, Joseph Duris, Zhen Zhang, David B Cesar, Paris Franz, Taran Driver, Peter Walter, James P Cryan, Agostino Marinelli, Jon P Marangos, Rick Mukherjee

Investigating mechanisms of state localization in highly ionized dense plasmas

Physical Review E American Physical Society 108:3 (2023) 35210

Authors:

Thomas Gawne, Thomas Campbell, Alessandro Forte, Patrick Hollebon, Gabriel Perez-Callejo, Oliver S Humphries, Oliver Karnbach, Muhammad F Kasim, Thomas R Preston, Hae Ja Lee, Alan Miscampbell, Quincy Y van den Berg, Bob Nagler, Shenyuan Ren, Ryan B Royle, Justin Wark, Sam M Vinko

Abstract:

We present experimental observations of Kβ emission from highly charged Mg ions at solid density, driven by intense x rays from a free electron laser. The presence of Kβ emission indicates the n = 3 atomic shell is relocalized for high charge states, providing an upper constraint on the depression of the ionization potential. We explore the process of state relocalization in dense plasmas from first principles using finite-temperature density functional theory alongside a wave-function localization metric, and find excellent agreement with experimental results.

Development of a new quantum trajectory molecular dynamics framework

Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences Royal Society 381 (2023) 20220325

Authors:

Pontus Svensson, Thomas Campbell, Frank Graziani, Zhandos Moldabekov, Ningyi Lyu, Scott Richardson, Sam Vinko, Gianluca Gregori

Abstract:

An extension to the wave packet description of quantum plasmas is presented, where the wave packet can be elongated in arbitrary directions. A generalised Ewald summation is constructed for the wave packet models accounting for long-range Coulomb interactions and fermionic effects are approximated by purpose-built Pauli potentials, self-consistent with the wave packets used. We demonstrate its numerical implementation with good parallel support and close to linear scaling in particle number, used for comparisons with the more common wave packet employing isotropic states. Ground state and thermal properties are compared between the models with differences occurring primarily in the electronic subsystem. Especially, the electrical conductivity of dense hydrogen is investigated where a 15% increase in DC conductivity can be seen in our wave packet model compared to other models.

Ion emission from plasmas produced by femtosecond pulses of short-wavelength free-electron laser radiation focused on massive targets: an overview and comparison with long-wavelength laser ablation

Proceedings of SPIE Society of Photo-optical Instrumentation Engineers 12578 (2023)

Authors:

Josef Krása, Vincenzo Nassisi, Tomas Burian, Vera Hájková, Jaromir Chalupský, Simon Jelinek, Katerina Frantálová, Michal Krupka, Zuzana Kuglerová, Sushil K Singh, Vojtech Vozda, Ludek Vyšín, Jan Wild, Michal Šmíd, Pablo Perez-Martin, Xiayun Pan, Marion Kühlman, Juan Pintor, Jakub Cikhardt, Matthias Dreimann, Dennis Eckermann, Felix Rosenthal, Sam M Vinko, Alessandro Forte, Thomas Gawne, Thomas Campbell, Shenyuan Ren, YuanFeng Shi, Trevor Hutchinson, Oliver Humphries, Thomas Preston, Mikako Makita, Motoaki Nakatsutsumi, Alexander Köhler, Marion Harmand, Sven Toleikis, Katerina Falk, Libor Juha

Abstract:

We report on ion emission from plasma produced on thick targets irradiated with nanosecond and femtosecond pulses delivered by mid-ultraviolet and soft x-ray lasers, respectively. To distinguish between different ion acceleration mechanisms, the maximum kinetic energy of ions produced under different interaction conditions is plotted versus laser fluence. The transformation of the time-of-flight detector signal into ion charge density distance-of-flight spectra makes it possible to determine the mean kinetic energy of the fastest ion groups based on the influence of the acoustic velocity of ion expansion. This allows obtaining additional characteristics of the ion production. The final energy of the group of fast ions determined using the ion sound velocity model is an order of magnitude larger in the fs-XFEL interaction than in the ns-UV one. On the contrary, the ablation yield of ions in our experiment is seven orders of magnitude greater when applying ns-UV laser pulses, not only due to higher energies of UV laser pulses, but also due to a significant difference in interaction and ion formation mechanisms.

Self-diffusion of a relativistic Lennard-Jones gas via semirelativistic molecular dynamics

Physical Review E American Physical Society 107:5 (2023) 054138

Authors:

David Miles Testa, Pontus Svensson, Jacob Jackson, Thomas Campbell, Gianluca Gregori

Abstract:

The capability for molecular dynamics simulations to treat relativistic dynamics is extended by the inclusion of relativistic kinetic energy. In particular, relativistic corrections to the diffusion coefficient are considered for an argon gas modeled with a Lennard-Jones interaction. Forces are transmitted instantaneously without being retarded, an approximation that is allowed due to the short-range nature of the Lennard-Jones interaction. At a mass density of 1.4g/cm3, significant deviations from classical results are observed at temperatures above kBT≈0.05mc2, corresponding to an average thermal velocity of 32% of the speed of light. For temperatures approaching kBT≈mc2, the semirelativistic simulations agree with analytical results for hard spheres, which is seen to be a good approximation as far as diffusion effects are concerned.