Applied Mathematics (deep learning) PhD Projects, Programmes & Scholarships

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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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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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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A deep-learning approach to genomic regulation of tissue-specific alternative splicing

The University of Manchester Faculty of Biology, Medicine and Health

Each human gene is a blueprint for multiple distinct RNA transcripts that can be produced in differing quantities based on the localisation of the transcribing… Read more

Supervisors: Dr JE Eales, Prof T Papamarkou

Year round applications PhD Research Project Self-Funded PhD Students Only

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Multimodal remote sensing and Machine Learning for Precision Agriculture

University of Strathclyde Department of Chemical and Process Engineering

With the world population expected to reach 8.5 billion by 2030 and 9.7 billion by 2050, the demand for food and agricultural products will rise significantly in the coming years. Read more

Supervisors: Dr J Cardona, Dr C Tachtatzis

Year round applications PhD Research Project Self-Funded PhD Students Only

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FAIROmics -PhD fellowship in Network-based algorithms for Knowledge Graph construction and analysis and application to the Omnicrobe knowledge graph.

INRAE Inrae - Paris-Saclay Food and Bioproduct Engineering Research Unit

About the Project. Plant-based dairy and meat alternatives have grown in popularity in recent years for various reasons, including sustainability and health benefits, as well as lifestyle trends and dietary restrictions. Read more

Supervisors: Prof DR Remondini, Dr EG Giampieri, Dr HC Chiapello, Dr RB Bossy, Dr SD Derozier, Dr CN Nédellec

15 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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FAIROmics - PhD fellowship in the design of Information Extraction Tools to characterise molecules produced or degraded by microbes and applications to plant-fermented food ecosystems.

INRAE Inrae - Paris-Saclay Food and Bioproduct Engineering Research Unit

About the Project. Plant-based dairy and meat alternatives have grown in popularity in recent years for various reasons, including sustainability and health benefits, as well as lifestyle trends and dietary restrictions. Read more

Supervisors: Dr RB Bossy, Dr BN Nagy, Dr LV Vidács, Dr CN Nédellec, Dr SD Derozier, Dr HC Chiapello

15 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Fully-funded EPSRC PhD studentship available in Lancaster Data Science & AI Institute: Real-time Anomaly Detection for Network Intrusion using Explainable AI

Lancaster University Lancaster Environment Centre

Background. Network security remains a critical challenge in today's world, with the ever-evolving landscape of cyber threats demanding new and adaptable solutions. Read more

Supervisors: Dr G Romano, Prof B Oxbury

19 April 2024 PhD Research Project Funded PhD Project (Students Worldwide)

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AI-based digital twins technology to model environmental pollution and its impact on health and cardiovascular diseases

Liverpool John Moores University Faculty of Engineering & Technology

About the project. Recently, air, noise, and light pollution have emerged as important but often overlooked risk factors for cardiovascular diseases (CVD). Read more

Supervisors: Dr S Ortega Martorell, Dr I Olier-Caparroso, Prof G Lip, Prof L Kuzma

28 June 2024 PhD Research Project Self-Funded PhD Students Only

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Using machine learning to predict cell-type specific effects of genetic variants which influence genome regulation

Imperial College London Department of Brain Sciences

UK Dementia Research Institute (UK DRI) Centre at Imperial. PhD Studentship in Machine Learning for Genomics. Imperial College London, White City Campus, London, UK. Read more

Supervisor: Dr N Skene

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

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Using machine learning to predict cell-type specific effects of genetic variants which influence genome regulation

Imperial College London Department of Brain Sciences

UK Dementia Research Institute (UK DRI) Centre at Imperial. PhD Studentship in Machine Learning for Genomics. Imperial College London, White City Campus, London, UK. Read more

Supervisor: Dr N Skene

Year round applications PhD Research Project Self-Funded PhD Students Only

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PhD in Electronics and Electrical Engineering - A holistic synthetic aperture radar maritime target recognition optimisation using evolutionary algorithms for data revisit or a leader/follower tandem

University of Glasgow College of Science and Engineering

We propose designing a holistic synthetic aperture radar maritime target recognition optimisation using evolutionary algorithms as shown in the graphical abstract. Read more

Supervisors: Dr J Le Kernec, Dr C Clemente, Prof B Liu

31 May 2024 PhD Research Project Funded PhD Project (UK Students Only)

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AI enhanced 3D human body shape estimation and garment redressing from clothed 3D scan sequences

Coventry University Centre for Computational Science and Mathematical Modelling

UK fashion retailers, particularly in online retail, have long struggled with the cost of returns. To reduce the number of returns in the fashion industry, 3D body scanning technology is a trend to build digital twins for customers, which makes it possible to fit garments remotely. Read more

Supervisor: Dr P Hu

27 May 2024 PhD Research Project Funded PhD Project (Students Worldwide)

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Heads and Tails - Tracking the sperm's beating flagellum

University of Birmingham School of Mathematics

Infertility affects 1 in 6 couples, is emotionally devastating, and requires expensive and invasive treatments. Importantly, we place a significant and unequal burden on women, who often require risk-bearing procedures to address what is caused by, in 50% of cases, a male factor. Read more

Supervisor: Dr MT Gallagher

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

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Machine Learning and Domain Decomposition methods for Fluid Dynamics

Kingston University Faculty of Engineering, Computing and the Environment

Modelling of many modern applications leads to linear systems whose size is too large to allow the use of direct solvers. Thus, parallel solvers are becoming increasingly important in scientific computing. Read more

Supervisors: Dr M Bosy, Dr G Hunter

Year round applications PhD Research Project Self-Funded PhD Students Only

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We have 20 Applied Mathematics (deep learning) PhD Projects, Programmes & Scholarships

Applied Mathematics (deep learning) PhD Projects, Programmes & Scholarships

We have 20 Applied Mathematics (deep learning) PhD Projects, Programmes & Scholarships

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

Enhanced Deep Learning via Optimisation in Computational Imaging

Robust Computational Methods for High-Dimensional Imaging

A deep-learning approach to genomic regulation of tissue-specific alternative splicing

Multimodal remote sensing and Machine Learning for Precision Agriculture

FAIROmics -PhD fellowship in Network-based algorithms for Knowledge Graph construction and analysis and application to the Omnicrobe knowledge graph.

FAIROmics - PhD fellowship in the design of Information Extraction Tools to characterise molecules produced or degraded by microbes and applications to plant-fermented food ecosystems.

Fully-funded EPSRC PhD studentship available in Lancaster Data Science & AI Institute: Real-time Anomaly Detection for Network Intrusion using Explainable AI

AI-based digital twins technology to model environmental pollution and its impact on health and cardiovascular diseases

Using machine learning to predict cell-type specific effects of genetic variants which influence genome regulation

Using machine learning to predict cell-type specific effects of genetic variants which influence genome regulation

PhD in Electronics and Electrical Engineering - A holistic synthetic aperture radar maritime target recognition optimisation using evolutionary algorithms for data revisit or a leader/follower tandem

AI enhanced 3D human body shape estimation and garment redressing from clothed 3D scan sequences

Heads and Tails - Tracking the sperm's beating flagellum

Machine Learning and Domain Decomposition methods for Fluid Dynamics

We have 20 Applied Mathematics (deep learning) PhD Projects, Programmes & Scholarships

Applied Mathematics (deep learning) PhD Projects, Programmes & Scholarships

We have 20 Applied Mathematics (deep learning) PhD Projects, Programmes & Scholarships

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