Search Results - "Markfort, A."

Utilising machine learning techniques for analysis, generation and compression of data for a single photon counting detector by Markfort, A., Baranov, A., Conneely, T. M., Duran, A., Milnes, J., Lapington, J., Tyukin, I.

“…This research details approaches to training neural networks with a hybrid approach of using empirical and generative data from trained variational…”
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Can machine learning reduce the number of anode readouts for reconstruction of coincident single photons in CDIR resistive sea photon detectors? by Markfort, A., Baranov, A., Conneely, T.M., Duran, A., Lapington, J., Milnes, J., Oughton, W., Tyukin, I.

“…This study focuses on exploring the potential of Charge Division Imaging Readout (CDIR) for micro-Channel plate (MCP) based resistive sea photon detectors. The…”
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Utilising machine learning algorithms for high speed data processing of a single photon counting 256 channel PMT with a timing resolution of 60 ps by Markfort, A., Baranov, A., Conneely, T.M., Duran, A., Milnes, J., Mudrov, A., Lapington, J., Tyukin, I.

“…Development of a 256 Micro-Channel Plate Photo-Multiplier Tube (MCP-PMT) to further increase the spatial resolution while maintaining the temporal resolution…”
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Investigating Machine Learning Solutions for High-Speed Data Analysis and Imaging of a Single Photon Counting Detector with Picosecond Timing Resolution by Markfort, A., Baranov, A., Conneely, T. M., Duran, A., Lapington, J., Milnes, J., Mudrov, A., Tyukin, I.

“…Limitations in algorithmic data analysis techniques for image processing of photon detection devices are becoming increasingly apparent. The use of high…”
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