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 - 27 Jul 2022
Event	Machine Learning in Science Conference 2022 - Glasgow, Glasgow, United Kingdom Duration: 27 Jul 2022 → 27 Jul 2022

Conference	Machine Learning in Science Conference 2022
Country/Territory	United Kingdom
City	Glasgow
Period	27/07/22 → 27/07/22

Keywords

@conference{cd7e3212730e4b79af70002589bee02b,

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 = jul,

day = "27",

language = "English",

note = "Machine Learning in Science Conference 2022 ; Conference date: 27-07-2022 Through 27-07-2022",

}

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 - 2022/7/27

Y1 - 2022/7/27

KW - laser-plasma acceleration

KW - laser-driven ion acceleration

KW - high power laser

KW - Bayesian optimisation

KW - machine learning

M3 - Poster

T2 - Machine Learning in Science Conference 2022

Y2 - 27 July 2022 through 27 July 2022

ER -