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James A. Grant-Jacob

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affiliation: University of Southampton, Optoelectronics Research Centre, UK

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2020 – today

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2023
[c3]
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  - conf/photoptics/CourtierPGCHMZ23
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  - https://dblp.org/rec/conf/photoptics/CourtierPGCHMZ23
Alexander F. Courtier, Matthew Praeger, James A. Grant-Jacob, Christophe Codemard, Paul Harrison, Ben Mills, Michalis N. Zervas:
Studying the Topography of Laser Cut Aluminium Using Latent Space Produced by Deep Learning. PHOTOPTICS 2023: 49-51
2021
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Michael D. T. McDonnell, Daniel Arnaldo, Etienne Pelletier, James A. Grant-Jacob, Matthew Praeger, Dimitris Karnakis, Robert W. Eason, Ben Mills:
Machine learning for multi-dimensional optimisation and predictive visualisation of laser machining. J. Intell. Manuf. 32(5): 1471-1483 (2021)
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Matthew Praeger, Yunhui Xie, James A. Grant-Jacob, Robert W. Eason, Ben Mills:
Playing optical tweezers with deep reinforcement learning: in virtual, physical and augmented environments. Mach. Learn. Sci. Technol. 2(3): 35024 (2021)
2020
[c2]
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  - conf/biostec/MackayBEXMPGELM20
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Benita S. Mackay, Sophie Blundell, Olivia Etter, Yunhui Xie, Michael D. T. McDonnell, Matthew Praeger, James A. Grant-Jacob, Robert W. Eason, Rohan M. Lewis, Ben Mills:
Automated 3D Labelling of Fibroblasts and Endothelial Cells in SEM-Imaged Placenta using Deep Learning. BIOIMAGING 2020: 46-53
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Benita S. Mackay, James A. Grant-Jacob, Robert W. Eason, Rohan M. Lewis, Ben Mills:
Deep Learning for the Automated Feature Labelling of 3-Dimensional Imaged Placenta. BIOSTEC (Selected Papers) 2020: 93-115
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Benita S. Mackay, Matthew Praeger, James A. Grant-Jacob, Janos Kanczler, Robert W. Eason, Richard O. C. Oreffo, Ben Mills:
Modeling adult skeletal stem cell response to laser-machined topographies through deep learning. CoRR abs/2006.00248 (2020)
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  - journals/corr/abs-2011-04424
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Matthew Praeger, Yunhui Xie, James A. Grant-Jacob, Robert W. Eason, Ben Mills:
Playing optical tweezers with deep reinforcement learning: in virtual, physical and augmented environments. CoRR abs/2011.04424 (2020)

2010 – 2019

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2011
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James A. Grant-Jacob:
Table-top XUV nanoscope. University of Southampton, UK, 2011

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