Machine learning guided optimisation of fast electron temperature in laser-solid interaction experiments

Maia Peat Romero; Ewan Dolier; Martin King; Robbie Wilson; Timothy Frazer; Matthew Alderton; Ewan Bacon; Jesel Patel; Ben Torrance; Radhika Nayli; Thomas Dzelzainis; Ross Gray; Paul McKenna

Machine learning guided optimisation of fast electron temperature in laser-solid interaction experiments

Maia Peat Romero, Ewan Dolier, Martin King, Robbie Wilson, Timothy Frazer, Matthew Alderton, Ewan Bacon, Jesel Patel, Ben Torrance, Radhika Nayli, Thomas Dzelzainis, Ross Gray, Paul McKenna

Research output: Contribution to conference › Poster

Original language	English
Publication status	Published - 12 Jul 2024
Event	50th EPS Conference on Plasma Physics - Salamanca, Spain, Salamanca , Spain Duration: 8 Jul 2024 → 12 Jul 2024 https://epsplasma2024.com/

Conference

Conference	50th EPS Conference on Plasma Physics
Country/Territory	Spain
City	Salamanca
Period	8/07/24 → 12/07/24
Internet address	https://epsplasma2024.com/

Keywords

machine learning
laser-solid interactions

1 Finished
4 Active

The Laser-hybrid Accelerator for Radiobiological Applications
Whyte, C. (Principal Investigator), Gray, R. (Co-investigator) & McKenna, P. (Co-investigator)
STFC Science and Technology Facilities Council
1/10/22 → 30/06/25
Project: Research
Advanced laser-plasma optics technology | Peat Romero, Maia
McKenna, P. (Principal Investigator), Gray, R. (Co-investigator) & Peat Romero, M. (Research Co-investigator)
EPSRC (Engineering and Physical Sciences Research Council)
1/10/21 → 1/04/25
Project: Research Studentship - Internally Allocated
The new intensity frontier: exploring quantum electrodynamic plasmas
McKenna, P. (Principal Investigator)
EPSRC (Engineering and Physical Sciences Research Council)
1/06/21 → 30/05/25
Project: Research

Cite this

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title = "Machine learning guided optimisation of fast electron temperature in laser-solid interaction experiments",

keywords = "machine learning, laser-solid interactions",

author = "{Peat Romero}, Maia and Ewan Dolier and Martin King and Robbie Wilson and Timothy Frazer and Matthew Alderton and Ewan Bacon and Jesel Patel and Ben Torrance and Radhika Nayli and Thomas Dzelzainis and Ross Gray and Paul McKenna",

year = "2024",

month = jul,

day = "12",

language = "English",

note = "50th EPS Conference on Plasma Physics ; Conference date: 08-07-2024 Through 12-07-2024",

url = "https://epsplasma2024.com/",

}

TY - CONF

T1 - Machine learning guided optimisation of fast electron temperature in laser-solid interaction experiments

AU - Peat Romero, Maia

AU - Dolier, Ewan

AU - King, Martin

AU - Wilson, Robbie

AU - Frazer, Timothy

AU - Alderton, Matthew

AU - Bacon, Ewan

AU - Patel, Jesel

AU - Torrance, Ben

AU - Nayli, Radhika

AU - Dzelzainis, Thomas

AU - Gray, Ross

AU - McKenna, Paul

PY - 2024/7/12

Y1 - 2024/7/12

KW - machine learning

KW - laser-solid interactions

M3 - Poster

T2 - 50th EPS Conference on Plasma Physics

Y2 - 8 July 2024 through 12 July 2024

ER -

Machine learning guided optimisation of fast electron temperature in laser-solid interaction experiments

Conference

Keywords

Projects

The Laser-hybrid Accelerator for Radiobiological Applications

Advanced laser-plasma optics technology | Peat Romero, Maia

The new intensity frontier: exploring quantum electrodynamic plasmas

Cite this