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Atomic and Laser Physics
Credit: Jack Hobhouse

Dr Francesco Miniati

Researcher in Computational Physics

Sub department

  • Atomic and Laser Physics

Research groups

  • Quantum high energy density physics
francesco.miniati@physics.ox.ac.uk
Clarendon Laboratory, room Simon room
  • About
  • Publications

My research interests are in the areas of fluids and plasma with applications ranging from astrophysics to laboratory experiments and more recently high energy density and quantum plasmas. I am particularly keen on the development of computational methods to be employed on high performance computers, based both on classical numerical analysis as well as newly emerging paradigms based on machine learning and artificial intelligence approaches.

Research interests

Plasmas - Scientific Computing - AI

Selected publications

Learning transport processes with machine intelligence

Francesco Miniati, Gianluca Gregori

Axion-driven cosmic magnetogenesis prior to the QCD crossover

Physical Review Letters American Physical Society 121:2 (2018) 021301
Francesco Miniati, G Gregori, B Reville, Subir Sarkar

Self-similar energetics in large clusters of galaxies.

Nature 523:7558 (2015) 59-62
Francesco Miniati, Andrey Beresnyak

THE MATRYOSHKA RUN. II. TIME-DEPENDENT TURBULENCE STATISTICS, STOCHASTIC PARTICLE ACCELERATION, AND MICROPHYSICS IMPACT IN A MASSIVE GALAXY CLUSTER

ASTROPHYSICAL JOURNAL 800:1 (2015) ARTN 60
See all publications

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