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We have 32 Machine Learning PhD Projects, Programmes & Scholarships for European Students (exc UK) in Manchester

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Computer Science

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Manchester  United Kingdom

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I am a European student


Machine Learning PhD Projects, Programmes & Scholarships for European Students (exc UK) in Manchester

We have 32 Machine Learning PhD Projects, Programmes & Scholarships for European Students (exc UK) in Manchester

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Machine Learning with Bio-Inspired Neural Networks

This research will investigate machine learning using biologically inspired spiking neural networks. While much is known about how to train deep artificial neural networks, relatively little is understood about how the brain learns and processes information using electrical pulses known as 'spikes'. Read more
 Supervisor: Dr O Rhodes
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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[FSE Bicentenary PhD] Coupled Optimisation of Flow Field and Gas Diffusion Layer in PEM Electrolysers and Fuel Cells: A Simulation, Machine Learning, and Experimental Approach

The efficient operation of proton exchange membrane (PEM) electrolysers and fuel cells is critical for the global transition to sustainable energy systems. Read more
 Supervisors: Prof V Niasar, Prof S Holmes
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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(UoM - Tokyo) Advanced particle tracking and real-time analysis for discoveries at the ATLAS detector at CERN

The matter that we know of constitutes only 15% of our universe - the remaining 85% is an enigmatic form of matter known as dark matter. Read more
 Supervisors: Dr C Doglioni, Prof R Sawada
 28 April 2025  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Deep Learning-based mechanistic elucidation of processes mediated by heterogeneous catalysts

Heterogeneous catalysis is essential in the chemical industry, but understanding its mechanisms is complex due to the limitations of traditional kinetic analysis, which often relies on simplifying approximations. Read more
 Supervisor: Prof I Larrosa
 Year round applications  PhD Research Project  Funded PhD Project (Students Worldwide)
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Investigating disease causal pathways and opportunities for targeted prevention

Background. Understanding disease causal pathways plays a pivotal role in the development of preventative intervention. Read more
 Supervisors: Dr H Guo, Dr M Sperrin, Prof K Muir, Dr A Lophatananon, Prof MDI Iorio
 30 April 2025  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Bio-Inspired Sensor Fusion

Sensor fusion, i.e. the process of combining data produced by different sensor streams and types observing the same environment simultaneously, has thrived in recent years. Read more
 Supervisor: Dr L Peres
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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(UoM - A* STAR) Physics & Data-based Modelling for Emerging Technologies in Pregnancy Monitoring

The placenta is a crucial interface between the mother and her growing fetus during pregnancy. A unique vasculature of the human placenta draws oxygen and nutrients from maternal blood and delivers these to the fetus through a highly twisted umbilical cord. Read more
 Supervisors: Dr I Chernyaysky, Dr H Kuan Lee
 21 March 2025  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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[FSE Bicentenary PhD] Mechanics and physics of materials with complex internal structures

The transition to a carbon neutral society demands new materials’ systems in key engineering applications, from metallic alloys that can withstand the challenging… Read more
 Supervisors: Prof A Jivkov, Prof A Hazel
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Organic coatings microstructure: insights from molecular simulations

Watching paint dry can be fascinating. Painting a room can make it aesthetically pleasing, but paints can do much more than just please the eyes. Read more
 Supervisor: Dr F Siperstein
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Computational Legal Analysis - Classifying and Understanding Remedies in Comparative Labour Law

Classifying and Understanding Remedies in Comparative Labour Law (CURE) is a 5-year comparative project, originally funded by the ERC and guaranteed by UKRI, based at the Department of Law, University of Manchester and led by Professor Aristea Koukiadaki. Read more
 Supervisors: Prof A Koukiadaki, Prof PL Leifeld, Dr R Batista-Navarro
 28 March 2025  PhD Research Project  Funded PhD Project (Students Worldwide)
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Computational Legal Analysis - Classifying and Understanding Remedies in Comparative Labour Law

Classifying and Understanding Remedies in Comparative Labour Law (CURE) is a 5-year comparative project, originally funded by the ERC and guaranteed by UKRI, based at the Department of Law, University of Manchester and led by Professor Aristea Koukiadaki. Read more
 Supervisors: Prof A Koukiadaki, Prof PL Leifeld, Dr R Batista-Navarro
 28 March 2025  PhD Research Project  Funded PhD Project (Students Worldwide)
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(UoM - IISc Bangalore) An innovative approaches to sustainable architecture: Retrofitting the climatic and aesthetic wisdom of vernacular Eyvans

The building sector accounts for some 30% of energy-related, global CO2 emissions3, 4 necessitating substantial attention to reducing energy consumption in this sector. Read more
 Supervisors: Dr S M Mohandes, Prof M Mani
 7 April 2025  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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(UoM - IISc Bangalore) Beyond Traditional Models: Pricing, Hedging, and Risk Management in Complex Financial Markets

Stochastic modelling in finance presents significant challenges tied to real world complexities. With recent advances, we now have models that account for limited arbitrage, transaction costs, including volatility derivatives, and accounting for model uncertainties. Read more
 Supervisors: Dr H Chau, Dr S Jain
 7 April 2025  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Retrieved Augmented Generation with Data Lakes and Knowledge Graphs

Large Language Models (LLMs) have achieved great success but still suffer from hallucination, indecisiveness, shortage of interpretation, failure to support data freshness and domain knowledge. Read more
 Supervisors: Dr J Chen, Prof N Paton
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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[FSE Bicentenary PhD] Printed memristors made of 2D materials

As the world adopts IoT and Industry 4.0, the amount of data generated and stored in the computersis growing exponentially, hence leading to a paradigm shift towards new memories and computing architectures. Read more
 Supervisors: Prof C Casiraghi, Dr T Anthopoulos
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)

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