Heriot-Watt University Applied Mathematics PhD Research Projects PhD Projects, Programmes & Scholarships

Machine learning for extreme scale computational imaging in radio astronomy

Heriot-Watt University School of Engineering & Physical Sciences

The Biomedical and Astronomical Signal Processing (BASP) laboratory at Heriot-Watt University Edinburgh (HWU), headed by Professor Yves Wiaux is recruiting a PhD student for research on deep learning for extreme-scale computational imaging in radio astronomy. Read more

Supervisor: Prof Yves Wiaux

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Foundations of deep learning for scalable computational imaging

Heriot-Watt University School of Engineering & Physical Sciences

The Biomedical and Astronomical Signal Processing (BASP) laboratory at Heriot-Watt University Edinburgh (HWU), headed by Professor Yves Wiaux is recruiting a PhD student for research on foundational deep learning methodology for computational imaging in astronomy and/or medicine. Read more

Supervisor: Prof Yves Wiaux

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Deep learning for black hole tomography

Heriot-Watt University School of Engineering & Physical Sciences

The Biomedical and Astronomical Signal Processing (BASP) laboratory at Heriot-Watt University Edinburgh (HWU), headed by Professor Yves Wiaux is recruiting a PhD student for research on deep learning for black hole imaging. Read more

Supervisor: Prof Yves Wiaux

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Computational imaging in low resource settings

Heriot-Watt University School of Engineering & Physical Sciences

The Biomedical and Astronomical Signal Processing (BASP) laboratory at Heriot-Watt University Edinburgh (HWU), headed by Professor Yves Wiaux is recruiting a PhD student for research on computational imaging in low-resource settings. Read more

Supervisor: Prof Yves Wiaux

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Nonlinear optics in time-varying dielectric media

Heriot-Watt University School of Engineering & Physical Sciences

This theoretical Project aims to study the generation of a new type of light waves emitted by materials the refractive index of which varies periodically and non-periodically in time. Read more

Supervisor: Dr F Biancalana

Year round applications PhD Research Project Competition Funded PhD Project (UK Students Only)

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Model Based Deep Learning for Low-light Computational Imaging: Application to Robust Multimodal 3D Imaging

Heriot-Watt University School of Engineering & Physical Sciences

This project aims to design new computational algorithms at the interface of statistical modelling, optimization and deep learning to solve multimodal inverse problems for 3D imaging. Read more

Supervisor: Dr A Halimi

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Robust Computational Methods for High-Dimensional Imaging

Heriot-Watt University School of Engineering & Physical Sciences

This project aims to develop new computational algorithms to optimize the acquisition and processing of single-photon data and enable fast imaging in extreme conditions using statistical and learning based approaches. The project is funded for 3.5 years for international students and a ~£17K annual stipend. Read more

Supervisors: Dr A Halimi, Prof S McLaughlin

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Integrated Nonlinear Photonics

Heriot-Watt University School of Engineering & Physical Sciences

Advances in fabrication techniques has enabled efficient nonlinear interactions in nanophotonic waveguides with very low pump excitations. Read more

Supervisor: Dr M Saleh

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Enhanced Deep Learning via Optimisation in Computational Imaging

Heriot-Watt University School of Engineering & Physical Sciences

Context. The project will be co-supervised at Heriot-Watt University (Edinburgh, UK), and CentraleSupélec (University Paris-Saclay, France). Read more

Supervisors: Dr A Repetti, Prof JCP Pesquet

Year round applications PhD Research Project Funded PhD Project (European/UK Students Only)

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We have 9 Heriot-Watt University Applied Mathematics PhD Research Projects PhD Projects, Programmes & Scholarships

Heriot-Watt University Applied Mathematics PhD Research Projects PhD Projects, Programmes & Scholarships

We have 9 Heriot-Watt University Applied Mathematics PhD Research Projects PhD Projects, Programmes & Scholarships

Machine learning for extreme scale computational imaging in radio astronomy

Foundations of deep learning for scalable computational imaging

Deep learning for black hole tomography

Computational imaging in low resource settings

Nonlinear optics in time-varying dielectric media

Model Based Deep Learning for Low-light Computational Imaging: Application to Robust Multimodal 3D Imaging

Robust Computational Methods for High-Dimensional Imaging

Integrated Nonlinear Photonics

Enhanced Deep Learning via Optimisation in Computational Imaging

We have 9 Heriot-Watt University Applied Mathematics PhD Research Projects PhD Projects, Programmes & Scholarships

Heriot-Watt University Applied Mathematics PhD Research Projects PhD Projects, Programmes & Scholarships

We have 9 Heriot-Watt University Applied Mathematics PhD Research Projects PhD Projects, Programmes & Scholarships

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