Michael McDonnell 

Grant-Jacob, James (2019) Data for 'Patterned nanofoam fabrication from a variety of materials via femtosecond laser pulses'. University of Southampton doi:10.5258/SOTON/D0753 [Dataset]

Grant-Jacob, James, Xie, Yunhui, McDonnell, Michael, David Tom, Eason, Robert, Loxham, Matthew, MacKay, Benita, Scout, Mills, Benjamin, Heath, Daniel and Praeger, Matthew (2019) Deep learning for real-time air and marine particle pollution sensing. Clean Air Futures: working together for cleaner air, , Southampton, United Kingdom. 22 Mar 2019.

Mills, Benjamin, McDonnell, Michael, David Tom, Heath, Daniel, Xie, Yunhui, Grant-Jacob, James, MacKay, Benita, Scout, Praeger, Matthew and Eason, Robert (2019) Deep learning for 3D modelling of multiple pulse femtosecond ablation. In 15th International Conference on Laser Ablation (COLA) 2019.

Grant-Jacob, James, MacKay, Benita S., Baker, James, Xie, Yunhui, McDonnell, Michael D.T., Heath, Daniel, Praeger, Matthew, Eason, Robert W. and Mills, Ben (2019) Patterned nanofoam fabrication from a variety of materials via femtosecond laser pulses. Materials Sciences and Applications, 186-196. (doi:10.4236/msa.2019.103015).

Xie, Yunhui, Heath, Daniel, Grant-Jacob, James, MacKay, Benita, Scout, McDonnell, Michael, David Tom, Praeger, Matthew, Eason, Robert and Mills, Benjamin (2019) Smart lasers for manufacturing of the future. FEPS IoT Showcase. 05 Apr 2019.

Grant-Jacob, James (2019) Dataset for Particle and salinity sensing for the marine environment via deep learning using a Raspberry Pi. University of Southampton doi:10.5258/SOTON/D0758 [Dataset]

Grant-Jacob, James, Xie, Yunhui, MacKay, Benita, Scout, Praeger, Matthew, McDonnell, Michael, David Tom, Heath, Daniel J, Loxham, Matthew, Eason, Robert and Mills, Benjamin (2019) Particle and salinity sensing for the marine environment via deep learning using a Raspberry Pi. Environmental Research Communications, 1 (1). (doi:10.1088/2515-7620/ab14c9).

Xie, Yunhui, Heath, Daniel J, Grant-Jacob, James, MacKay, Benita, Scout, McDonnell, Michael, David Tom, Praeger, Matthew, Eason, Robert and Mills, Benjamin (2019) Deep learning for the monitoring and process control of femtosecond laser machining. Journal of Physics: Photonics, 1 (3), 1-10, [3]. (doi:10.1088/2515-7647/ab281a).

Xie, Yunhui, Heath, Daniel, Grant-Jacob, James, MacKay, Benita, Scout, McDonnell, Michael, David Tom, Praeger, Matthew, Eason, Robert and Mills, Benjamin (2019) Data for 'Deep learning for the monitoring and process control of femtosecond laser machining'. University of Southampton doi:10.5258/SOTON/D0754 [Dataset]

Mills, Benjamin, Grant-Jacob, James, Jain, Saurabh, Xie, Yunhui, MacKay, Benita, Scout, McDonnell, Michael, David Tom, Praeger, Matthew, Loxham, Matthew, Richardson, David and Eason, Robert (2020) Particulates sensing using optical fibres and deep learning. SPIE Photonics West, The Moscone Center, San Francisco, United States. 01 - 06 Feb 2020.

Grant-Jacob, James, Xie, Yunhui, MacKay, Benita, Scout, McDonnell, Michael, David Tom, Praeger, Matthew, Loxham, Matthew, Eason, Robert and Mills, Benjamin (2019) Super-resolution imaging using deep learning. IOP - Physics Meets Biology, United Kingdom. 08 - 11 Sep 2019.

Grant-Jacob, James, Xie, Yunhui, MacKay, Benita, Scout, McDonnell, Michael, David Tom, Praeger, Matthew, Loxham, Matthew, Eason, Robert and Mills, Benjamin (2019) Bioaerosol sensing using deep learning. IOP - Physics Meets Biology, United Kingdom. 08 - 11 Sep 2019.

Grant-Jacob, James, Jain, Saurabh, Xie, Yunhui, MacKay, Benita, Scout, McDonnell, Michael, David Tom, Praeger, Matthew, Loxham, Matthew, Richardson, David, Eason, Robert and Mills, Benjamin (2019) Fibre-optic based particle sensing via deep learning. Journal of Physics: Photonics.

Grant-Jacob, James (2019) Dataset: Fibre-optic based particle sensing via deep learning. University of Southampton doi:10.5258/SOTON/D0759 [Dataset]

MacKay, Benita, Scout, Blundell, Sophie, Lewis, Rohan, Etter, Olivia, Xie, Yunhui, McDonnell, Michael, David Tom, Praeger, Matthew, Grant-Jacob, James, Eason, Robert and Mills, Benjamin (2019) Automated 3D labelling of fibroblasts in SEM-imaged placenta using deep learning. The Southampton Machine Intelligence Showcase 2019, University of Southampton, Southampton, United Kingdom. 22 Oct 2019. 1 pp .

MacKay, Benita, Blundell, Sophie, Etter, Olivia, Xie, Yunhui, McDonnell, Michael, David Tom, Praeger, Matthew, Grant-Jacob, James, Eason, R.W., Lewis, Rohan and Mills, Benjamin (2020) Automated 3D labelling of fibroblasts and endothelial cells in SEM-imaged placenta using deep learning. In Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2 BIOIMAGING. Science and Technology Publications, Lda. pp. 46-53 . (doi:10.5220/0008949700460053).

McDonnell, Michael, David Tom, Grant-Jacob, James, Xie, Yunhui, Praeger, Matthew, MacKay, Benita, Scout, Eason, R.W. and Mills, Benjamin (2020) Modelling laser machining of nickel with spatially shaped three pulse sequences using deep learning. Optics Express, 28 (10), 14627-14637. (doi:10.1364/OE.381421).

McDonnell, Michael David Tom (2021) Dataset for: Machine learning for multi-dimensional optimisation and predictive visualisation of laser machining. University of Southampton doi:10.5258/SOTON/D1687 [Dataset]

McDonnell, Michael, David Tom, Mills, Benjamin, Praeger, Matthew, Eason, Robert and Grant-Jacob, James (2021) Identification of spatial intensity profiles from femtosecond laser machined depth profiles via neural networks. University of Southampton doi:10.5258/SOTON/D1934 [Dataset]

McDonnell, Michael, David Tom, Grant-Jacob, James, Praeger, Matthew, Eason, R.W. and Mills, Benjamin (2021) Identification of spatial intensity profiles from femtosecond laser machined depth profiles via neural networks. Optics Express, 29 (22), 36469-36486. (doi:10.1364/OE.431441).

McDonnell, Michael, David Tom, Grant-Jacob, James, Mills, Benjamin, Eason, R.W., Praeger, Matthew, Karnakis, Dimitris, Arnaldo, Daniel and Pelletier, Etienne (2021) Machine learning for multi-dimensional optimisation and predictive visualisation of laser machining. Journal of Intelligent Manufacturing, 32 (5), 1471–1483. (doi:10.1007/s10845-020-01717-4).

Courtier, Alexander, McDonnell, Michael, David Tom, Praeger, Matthew, Grant-Jacob, James, Codemard, Christophe A., Harrison, Paul, Mills, Benjamin and Zervas, Michalis N. (2021) Modelling of fibre laser cutting via deep learning. Optics Express, 29 (22), 36487-36502. (doi:10.1364/OE.432741).

Courtier, Alexander, McDonnell, Michael David Tom, Praeger, Matthew, Grant-Jacob, James, Codemard, Christophe A., Mills, Benjamin and Zervas, Michael N. (2021) Predictive visualisation of fibre laser machining via deep learning. In 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. 14 pp . (doi:10.1109/CLEO/Europe-EQEC52157.2021.9542389).

Tuohy, Simon, McDonnell, Michael, David Tom, Ferguson, Alan, Praeger, Matthew, Grant-Jacob, James, Mills, Benjamin and Karnakis, Dimitris (2022) The use of AI and Big Data in the production of advanced vertical guide plates. In SWTest 2022. (In Press)