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We have 18 University of Birmingham, School of Mathematics PhD Projects, Programmes & Scholarships

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School of Mathematics  University of Birmingham

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University of Birmingham, School of Mathematics PhD Projects, Programmes & Scholarships

We have 18 University of Birmingham, School of Mathematics PhD Projects, Programmes & Scholarships

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Optimizing Deep-Learning Solutions for Computational Imaging

The Statistics and Data Science group in the School of Mathematics, University of Birmingham, is recruiting a PhD student working on the cutting-edge data-driven algorithms for solving imaging inverse problems.  This research aims at improving the quality of imaging via advancing the state-of-the-art reconstruction algorithms. Read more

Bayesian Nonparametric Methods for Multiple Systems Estimation

Estimating population size is a common problem in statistics with many well-established methods. However, these methods rely on strict assumptions about the structure of the population. Read more

Topological Methods in Computer Science

The tight link between topology and computability is well-known and has been investigated extensively. Nonetheless, when the topological spaces involved do not have favorable properties (e.g, when they are not locally compact) the classical methods are not adequate for laying a computational foundation. Read more

Data driven approaches for nonlinear inverse problems

The project aims to develop new techniques for solving complex inverse problems that arise in various scientific fields. In many real-world applications, such as medical imaging, geophysics, and material science, we often seek to recover the hidden properties of a system from indirect and noisy measurements. Read more

Mathematical modelling of cavitation development for October 2023 entry

Background to the Project. Cavitation generation has been much of a mystery for more than a century. A core unresolved challenge is how bubble growth subject to acoustic forcing occurs over millions of cycles of oscillation, which cannot be simulated by any CFD packages. Read more

Neural Networks for Complex Dynamical Systems

Details. Dynamical systems are often solved/integrated by a suitable numerical discretisation method in such a way that certain properties of the underlying systems will be preserved. Read more

Unify Mirror Construction and Mirror Theorem

Mirror Symmetry is a deep duality coming from physics. It intertwines algebraic geometry with symplectic geometry. On the so-called A-side of the mirror there is a symplectic manifold and on the so-called B-side of the mirror there is a family of complex algebraic varieties. Read more

Extremal graph theory

Extremal graph theory is one of the most active and dynamic branches of combinatorics. The fundamental goal of the area is to understand what conditions force a graph to contain some substructure. Read more

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