Learning Heat Transport Kernels Using a Nonlocal Heat Transport Theory-Informed Neural Network

(2025)

Authors:

Mufei Luo, Charles Heaton, Yizhen Wang, Daniel Plummer, Mila Fitzgerald, Francesco Miniati, Sam M Vinko, Gianluca Gregori

Theory of x-ray photon correlation spectroscopy for multiscale flows

Physical Review Research American Physical Society 7 (2025) 023202

Authors:

Yin, Charles Heaton, Gianluca Gregori

Abstract:

Complex multiscale flows associated with instabilities and turbulence are commonly induced under High Energy Density (HED) conditions, but accurate measurement of their transport properties has been challenging. X-ray Photon Correlation Spectroscopy (XPCS) with coherent X-ray sources can, in principle, probe material dynamics to infer transport properties using time autocorrelation of density fluctuations. Here we develop a theoretical framework for utilizing XPCS to study material diffusivity in multiscale flows. We extend single-scale shear flow theories to broadband flows using a multiscale analysis that captures shear and diffusion dynamics. Our theory is validated with simulated XPCS for Brownian particles advected in multiscale flows. We demonstrate the versatility of the method over several orders of magnitude in timescale using sequential-pulse XPCS, single-pulse X-ray Speckle Visibility Spectroscopy (XSVS), and double-pulse XSVS.

Theory of x-ray photon correlation spectroscopy for multiscale flows

Physical Review Research American Physical Society (APS) 7:2 (2025) 023202

Authors:

Hao Yin, Charles Heaton, Eric G Blackman, Arianna E Gleason, Joshua J Turner, Gilbert W Collins, Gianluca Gregori, Jessica K Shang, Hussein Aluie

QSHS: An Axion Dark Matter Resonant Search Apparatus

(2025)

Authors:

A Alsulami, I Bailey, G Carosi, G Chapman, B Chakraborty, EJ Daw, N Du, S Durham, J Esmenda, J Gallop, T Gamble, T Godfrey, G Gregori, J Halliday, L Hao, E Hardy, EA Laird, P Leek, J March-Russell, PJ Meeson, CF Mostyn, Yu A Pashkin, SO Peatain, M Perry, M Piscitelli, M Reig, EJ Romans, S Sarkar, PJ Smith, A Sokolov, N Song, A Sundararajan, B-K Tan, SM West, S Withington

Modeling of warm dense hydrogen via explicit real-time electron dynamics: Electron transport properties

Physical Review E American Physical Society (APS) 111:4 (2025) 045208

Authors:

Pontus Svensson, Patrick Hollebon, Daniel Plummer, Sam M Vinko, Gianluca Gregori