Applied Mathematics (learning) PhD Projects, Programmes & Scholarships

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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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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Next Generation Machine Learning for Data Analysis

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Dr. Andersen Ang. Project description. We are seeking highly qualified candidates for doctoral positions on the research of Machine Learning (ML). Read more

Supervisor: Dr A Ang

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

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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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Mathematical Machine Learning for Molecular Modeling

University of Birmingham School of Mathematics

Project description. This PhD project aims to develop Machine Learning methods for Molecular Modeling with a particular focus on aspects relevant to dynamics preserving coarse-graining strategies. Read more

Supervisor: Dr M Sachs

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

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Design, Optimisation, and Ideation of Acoustic Metamaterial Plates using Machine Learning

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Dr Felix Langfeldt; Prof Thomas Blumensath. Project description. Explore the forefront of Acoustical Engineering with this PhD opportunity at the University of Southampton. Read more

Supervisor: Dr F Langfeldt

30 April 2024 PhD Research Project Competition 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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Connections between Numerical Analysis of Differential Equations and Machine Learning

The University of Manchester Department of Mathematics

Up to two funded PhD projects are available in the Department of Mathematics at the University of Manchester on Connections between Numerical Analysis of Differential Equations and Machine Learning. Read more

Supervisor: Dr C Powell

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

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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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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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Understanding the evolution of gene regulatory networks through biophysical modelling and machine learning

The University of Manchester Faculty of Biology, Medicine and Health

The ability to coordinate the expression of genes within a cell is at the heart of life. When and how much of a specific gene is turned into a protein is essential for organisms to respond to their environment and to manage resources. Read more

Supervisors: Dr M Lagator, Prof M Rattray

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

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Space Trajectory Classification using Machine Learning

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team: Dr Alexander Wittig, Dr Davide Amato (external, from Imperial). Project description. Interest in more complex dynamics of space trajectories beyond perturbed Keplerian dynamics is rapidly growing. Read more

Supervisor: Dr A Wittig

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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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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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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We have 73 Applied Mathematics (learning) PhD Projects, Programmes & Scholarships

Applied Mathematics (learning) PhD Projects, Programmes & Scholarships

We have 73 Applied Mathematics (learning) PhD Projects, Programmes & Scholarships

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

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

Next Generation Machine Learning for Data Analysis

Machine Learning and Domain Decomposition methods for Fluid Dynamics

Mathematical Machine Learning for Molecular Modeling

Design, Optimisation, and Ideation of Acoustic Metamaterial Plates using Machine Learning

Foundations of deep learning for scalable computational imaging

Connections between Numerical Analysis of Differential Equations and Machine Learning

Machine learning for extreme scale computational imaging in radio astronomy

Deep learning for black hole tomography

Understanding the evolution of gene regulatory networks through biophysical modelling and machine learning

Space Trajectory Classification using Machine Learning

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

Multimodal remote sensing and Machine Learning for Precision Agriculture

We have 73 Applied Mathematics (learning) PhD Projects, Programmes & Scholarships

Applied Mathematics (learning) PhD Projects, Programmes & Scholarships

We have 73 Applied Mathematics (learning) PhD Projects, Programmes & Scholarships

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