University of Birmingham Computer Science PhD Research Projects PhD Projects, Programmes & Scholarships

We have 6 University of Birmingham Computer Science PhD Research Projects PhD Projects, Programmes & Scholarships

Mathematical Machine Learning for Molecular Modeling

University of Birmingham School of Mathematics

Project description. This PhD project aims to develop Machine Learning methods for Molecular Modeling with a particular focus on aspects relevant to dynamics preserving coarse-graining strategies. Read more

Supervisor: Dr M Sachs

Year round applications PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Heads and Tails - Tracking the sperm's beating flagellum

University of Birmingham School of Mathematics

Infertility affects 1 in 6 couples, is emotionally devastating, and requires expensive and invasive treatments. Importantly, we place a significant and unequal burden on women, who often require risk-bearing procedures to address what is caused by, in 50% of cases, a male factor. Read more

Supervisor: Dr MT Gallagher

Year round applications PhD Research Project Funded PhD Project (UK Students Only)

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Data-driven modeling for crowd dynamics

University of Birmingham School of Mathematics

Predicting the behaviors of pedestrian crowds is of critical importance for a variety of real-world problems. Data driven modeling, which aims to learn the mathematical models from observed data, is a promising tool to construct models that can make accurate predictions of such systems. Read more

Supervisor: Prof JL Li

Year round applications PhD Research Project Funded PhD Project (UK Students Only)

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Numerical Algorithms for Molecular Systems and Data Science

University of Birmingham School of Mathematics

Details: . Stochastic differential equations (SDEs) are widely used in science and engineering in order to model systems where random effects play a significant role. Read more

Supervisor: Dr X Shang

Year round applications PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Numerical Algorithms and Analysis for Deterministic and Stochastic Systems

University of Birmingham School of Mathematics

Details. Complex systems in biology, chemistry, and physics are often modelled using ordinary/partial/stochastic differential equations. Read more

Supervisors: Dr X Shang, Dr H Duong

Year round applications PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Neural Networks for Complex Dynamical Systems

University of Birmingham School of Mathematics

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

Supervisor: Dr X Shang

Year round applications PhD Research Project Competition Funded PhD Project (Students Worldwide)

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We have 6 University of Birmingham Computer Science PhD Research Projects PhD Projects, Programmes & Scholarships

University of Birmingham Computer Science PhD Research Projects PhD Projects, Programmes & Scholarships

We have 6 University of Birmingham Computer Science PhD Research Projects PhD Projects, Programmes & Scholarships

University of Birmingham

Mathematical Machine Learning for Molecular Modeling

Heads and Tails - Tracking the sperm's beating flagellum

Data-driven modeling for crowd dynamics

Numerical Algorithms for Molecular Systems and Data Science

Numerical Algorithms and Analysis for Deterministic and Stochastic Systems

Neural Networks for Complex Dynamical Systems

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