Multi-parameter Bayesian optimisation of laser-driven ion acceleration in particle-in-cell simulations

Research output: Contribution to conference › Poster

Original language	English
Publication status	Published - 11 Apr 2022
Event	IOP 48th Annual Plasma Physics Conference - Liverpool, Liverpool, United Kingdom Duration: 11 Apr 2022 → 14 Apr 2022

Conference	IOP 48th Annual Plasma Physics Conference
Country/Territory	United Kingdom
City	Liverpool
Period	11/04/22 → 14/04/22

Keywords

@conference{4671625728e640579f21e19d8aca1e01,

title = "Multi-parameter Bayesian optimisation of laser-driven ion acceleration in particle-in-cell simulations",

keywords = "laser-plasma acceleration, laser-driven ion acceleration, high power laser, Bayesian optimisation, machine learning",

author = "Ewan Dolier and Martin King and Robbie Wilson and Ross Gray and Paul McKenna",

year = "2022",

month = apr,

day = "11",

language = "English",

note = "IOP 48th Annual Plasma Physics Conference ; Conference date: 11-04-2022 Through 14-04-2022",

}

TY - CONF

T1 - Multi-parameter Bayesian optimisation of laser-driven ion acceleration in particle-in-cell simulations

AU - Dolier, Ewan

AU - King, Martin

AU - Wilson, Robbie

AU - Gray, Ross

AU - McKenna, Paul

PY - 2022/4/11

Y1 - 2022/4/11

KW - laser-plasma acceleration

KW - laser-driven ion acceleration

KW - high power laser

KW - Bayesian optimisation

KW - machine learning

M3 - Poster

T2 - IOP 48th Annual Plasma Physics Conference

Y2 - 11 April 2022 through 14 April 2022

ER -