Concepedia

Michael McDonnell

MM

Statistics

Publications

6

Citations

195

H-Index

6

Active since

2019

Affiliations

University of Southampton(Current)

Michael McDonnell is an author at University of Southampton specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningImage AnalysisComputer VisionComputer-aided DesignLaser Micro-processingLaser Processing (Business Administration)Laser Processing (Laser Material Processing)3D Printing

Publications per year

2019–2021

6

Publications

6

Machine learning for multi-dimensional optimisation and predictive visualisation of laser machining

Michael McDonnell, Daniel Arnaldo, Etienne Pelletier et al. · Journal of Intelligent Manufacturing · 2021 · 70 citations · Full text

Abstract Interactions, Laser Processing (Laser Material Processing), Engineering +26

Deep learning for the monitoring and process control of femtosecond laser machining

Yunhui Xie, Daniel J. Heath, James A. Grant‐Jacob et al. · Journal of Physics Photonics · 2019 · 48 citations · Full text

Convolutional Neural Network, Laser Processing (Laser Material Processing), Engineering +20

Particle and salinity sensing for the marine environment via deep learning using a Raspberry Pi

James A. Grant‐Jacob, Yunhui Xie, Benita MacKay et al. · Environmental Research Communications · 2019 · 27 citations · Full text

Convolutional Neural Network, Environmental Monitoring, Machine Learning +20

Fibre-optic based particle sensing via deep learning

James A. Grant‐Jacob, Saurabh Jain, Yunhui Xie et al. · Journal of Physics Photonics · 2019 · 21 citations · Full text

Photonics, Engineering, Physics +11

Modelling of fibre laser cutting via deep learning

Alexander Courtier, Michael McDonnell, Matthew Praeger et al. · Optics Express · 2021 · 16 citations · Full text

Geometric Learning, Convolutional Neural Network, Physics-based Vision +15

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