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Research project

Lasers that Learn

Staff

Lead researchers

Dr Ben Mills

Principal Research Fellow
Connect with Ben

Email: bm602@orc.soton.ac.uk

Other researchers

Professor Robert Eason

Connect with Robert

Email: rwe@orc.soton.ac.uk

Professor Mahesan Niranjan

ISIS Chair
Connect with Mahesan

Email: mn@ecs.soton.ac.uk

Dr Matthew Praeger

Senior Research Fellow
Connect with Matthew

Email: mattp@soton.ac.uk

Dr James A. Grant-Jacob

Senior Research Fellow-ORC advanced
Research interests
  • Photonics with artificial intelligence
  • Environmental sensing using light
  • Laser-induced forward transfer (LIFT)
Connect with James A.

Email: J.A.Grant-Jacob@soton.ac.uk

Collaborating research institutes, centres and groups

Research outputs

Identification of spatial intensity profiles from femtosecond laser machined depth profiles via neural networks
Michael, David Tom McDonnell, James Grant-Jacob, Matthew Praeger, R.W. Eason & Benjamin Mills, 2021, Optics Express, 29(22), 36469-36486
DOI: 10.1364/OE.431441
Type: article
Modelling of fibre laser cutting via deep learning
Alexander Courtier, Michael, David Tom McDonnell, Matthew Praeger, James Grant-Jacob, Christophe A. Codemard, Paul Harrison, Benjamin Mills & Michalis N. Zervas, 2021, Optics Express, 29(22), 36487-36502
DOI: 10.1364/OE.432741
Type: article
Lasers that learn: the interface of laser machining and machine learning
Benjamin Mills & James Grant-Jacob, 2021, IET Optoelectronics, 15(5), 207-224
DOI: 10.1049/ote2.12039
Type: review
Exploring sequence transformation in magnetic resonance imaging via deep learning using data from a single asymptomatic patient
James Grant-Jacob, Chris Everitt, R.W. Eason, Leonard King & Benjamin Mills, 2021, Journal of Physics Communications, 5(9)
DOI: 10.1088/2399-6528/AC24D8
Type: article
The future of bone regeneration: integrating AI into tissue engineering
Benita, Scout MacKay, Karen Marshall, James Grant-Jacob, Janos Kanczler, Robert W. Eason, Richard Oreffo & Benjamin Mills, 2021, Biomedical Physics & Engineering Express, 7(5)
DOI: 10.1088/2057-1976/ac154f
Type: article
Exploring deep learning for MRI sequence transformation
James Grant-Jacob, Chris Everitt, R.W. Eason, Leonard King & Benjamin Mills, 2021
Type: conference
Pollen grain identification using semantic image segmentation
James Grant-Jacob, Matthew Praeger, R.W. Eason & Benjamin Mills, 2021
Type: conference