Qualification Type: | PhD |
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Location: | Newcastle upon Tyne |
Funding for: | UK Students |
Funding amount: | £19,237 |
Hours: | Full Time |
Placed On: | 3rd October 2024 |
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Closes: | 11th November 2024 |
Reference: | ENG133 |
Award summary
100% of home fees covered, and a minimum tax-free annual living allowance of £19,237 (2024/25 UKRI rate).
Overview
We are in the era of Data and AI. The main demand on AI from the responsible data engineering bodies is to provide explainable AI (XAI). This project will focus GEO-located multimodal data and XAI for downstream tasks in the maritime domain.
The proposed innovation will impact the industry by exploiting the generalized and fast-deployable AIs feature extractors (multimodal data processing and feature extraction pipeline is already achieved in Innovate UK AKT2I project). The major focus will be on explainable classification of the multiple maritime downstream tasks such as vessels behaviour prediction, monitoring, anomaly, and threat detection.
This innovation is also crucial to transfer Newcastle University’s unique strength in signal and information processing to yield physics-informed and signal processing led XAI for the above-mentioned maritime downstream tasks. This project will transform from our own fundamental breakthroughs/algorithms on multimodal data processing i.e., multi-target tracking for security and surveillance, abnormal event detection, behaviour analysis; intelligent sensing, and noise and complex signal enhancement.
The industrial input will be also part of this project. Therefore, the project will provide equal opportunities in the career progression in academia as well as industry.
The dataset recorded at Newcastle University from the North-Sea will be also used. The Intelligent Sensing Laboratory, a unique multi-sensor state-of-the-art £1M research facility and the GPU server-based processing power will be provided. Moreover, the candidate will work in a team environment with full research career development support and training.
Number of awards: 1
Start date: 6th January 2025
Award duration: 3.5 years
Application closing date: 11th November 2024
Sponsor: EPSRC DTP
Supervisors
Eligibility criteria
You must have, or expect to gain, a minimum 2:1 Honours degree or international equivalent in a subject relevant to the proposed PhD project (inc. Electrical and Electronic Engineering, Computing, etc.). Enthusiasm for research, the ability to think and work independently, excellent analytical skills and strong verbal and written communication skills are also essential requirements.
This studentship is open to Home (UK) students only. Applicants whose first language is not English require an IELTS score of 6.5 overall with a minimum of 5.5 in all sub-skills.
How to apply
You must apply through the University’s Apply to Newcastle Portal
Once registered select ‘Create a Postgraduate Application’.
Select 2024 as the ‘Year of entry’ for a January 2025 start date
You will then need to provide the following information in the ‘Further Details’ section:
In the ‘Supporting Documentation’ section please upload:
Contact details: Mohsen Naqvi
Type / Role:
Subject Area(s):
Location(s):