University of Southampton
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PhD in Radiation-Resilient Memristor-Based Reservoir Computing for Autonomous Space Intelligence University of Southampton in United Kingdom
Degree Level
PhD
Field of study
Computer Science
Funding
Competition funded PhD project. Funding opportunities are available for UK and international students. Horizon Europe fee waivers may cover the difference between overseas and UK fees for qualifying students. Competition-based Presidential Bursaries may cover the difference between overseas and UK fees for top-ranked applicants. Competition-based studentships may cover UK-level tuition fees plus a stipend for living costs for top-ranked applicants.
Country
United Kingdom
University
University of Southampton

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About this position
PhD opportunity at the University of Southampton in radiation-resilient memristor-based reservoir computing for autonomous space intelligence.
This project explores how memristor-based reservoir computing can enable ultra-low-power onboard intelligence for satellites and other space systems. The research focuses on how space radiation affects memristor dynamics and how to design adaptive mitigation strategies so hardware can continue to compute reliably in harsh environments.
Students will work on oxide-based memristor fabrication and characterisation, evaluate reservoir computing performance, and study device response under space-relevant radiation conditions such as total ionising dose and displacement damage. The project also includes integration with FPGA-based platforms to build low-power demonstrators for spacecraft health monitoring, telemetry anomaly detection, and sensor-data processing.
Relevant study areas include electrical engineering, physics, materials science, computer science, neuromorphic computing, machine learning, and aerospace engineering. The project is suitable for students interested in emerging hardware, edge AI, and space technologies.
Funding is competitive and may include fee support and stipend depending on the scheme. The page notes Horizon Europe fee waivers for qualifying students, Presidential Bursaries for top-ranked applicants, and school studentships that may cover UK-level tuition fees plus living-cost stipend.
Entry requirement: a UK 2:1 honours degree or international equivalent. English language qualification is required if applicable.
Applications are accepted all year round. To apply, use the University of Southampton application portal, select the Research programme route, choose the Faculty of Engineering and Physical Sciences, search for PhD Electronic & Electrical Engineering (7092), and add the supervisor name in the application.
Funding details
Competition funded PhD project. Funding opportunities are available for UK and international students. Horizon Europe fee waivers may cover the difference between overseas and UK fees for qualifying students. Competition-based Presidential Bursaries may cover the difference between overseas and UK fees for top-ranked applicants. Competition-based studentships may cover UK-level tuition fees plus a stipend for living costs for top-ranked applicants.
What's required
A UK 2:1 honours degree or international equivalent is required. Applicants should be prepared for research in memristor fabrication and characterisation, radiation effects, FPGA-based hardware integration, and related areas spanning nanoelectronics, neuromorphic computing, machine learning, and space engineering. English language qualification is required if applicable.
How to apply
Apply online through the University of Southampton portal. Choose programme type Research, select 2027/28 and the Faculty of Engineering and Physical Sciences, then choose full time or part time and search for PhD Electronic & Electrical Engineering (7092). Add the supervisor name in section 2 and upload your CV, two academic references, transcripts/certificates, and English language qualification if applicable.
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