Meet ApplyKite Twin, the application assistant that learns with you
Meet your Twin, it learns with you
Your Twin learns with you
Launch week codes:30% off annual Pro20% off monthly Pro
Ends in00h00m00s
Ends in00h00m00s
Georgios Exarchakis
Just Landed
2 days ago
University Research Studentship Award
PhD in Invariant Signal Representations with Wavelets and Deep Learning University of Bath in United Kingdom
Degree Level
PhD
Field of study
Computer Science
Funding
The project is in competition for funding through the University of Bath's URSA scheme (University Research Studentship Award). The post does not state whether funding will ultimately be full or partial or provide a stipend amount.
Deadline
Jan 10, 2027
Country
United Kingdom
University
University of Bath
Apply for this scholarship
Keywords
Suggested scholarships
About this position
The University of Bath is offering a PhD opportunity beginning in October 2027 on Invariant Signal Representations with Wavelets and Deep Learning.
Supervised by Lecturer Georgios Exarchakis and co-supervised by Dr Carolin Villforth in the Department of Physics, the project explores how deep learning can be combined with geometric methods for more efficient, robust and interpretable representations.
Deep neural networks are powerful but typically require substantial training data and can be difficult to interpret. Geometric approaches impose explicit symmetry constraints on latent representations, helping models capture structures that arise naturally in physical sciences. The PhD will develop methods that integrate these two approaches and investigate their applications in physical-science domains.
The research environment brings together machine learning, signal processing, wavelet analysis, geometric deep learning and physics-oriented applications at the University of Bath.
Funding details
The project is in competition for funding through the University of Bath's URSA scheme (University Research Studentship Award). The post does not state whether funding will ultimately be full or partial or provide a stipend amount.
What's required
Applicants should have a strong background in computer science, mathematics, physics, electrical engineering or a related field, an interest in machine learning and signal processing, and programming experience in Python.
How to apply
Review the full project details and application instructions on FindAPhD, then submit an application to the University of Bath by 10 January 2027. Early submission is encouraged because applications may be evaluated before the deadline. Informal enquiries can be directed to Georgios Exarchakis by message or email before applying.
View more positions in University Research Studentship Award
Make your next move.
Prepare your application
Review drafts and confirm requirements with the provider.
Professors
Lecturer
United Kingdom
Research Interests
Artificial Intelligence
Obstetrics And Gynecology
Deep Learning
Unsupervised Learning
Mathematics
Make your next move.
Prepare your application
Review drafts and confirm requirements with the provider.