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Probability PhD Projects, Programmes & Scholarships

We have 39 Probability PhD Projects, Programmes & Scholarships

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We have 39 Probability PhD Projects, Programmes & Scholarships

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Novel stochastic control method for a class of complex networks

Complex systems, which contain large ensembles of elements interacting with each other and are affected by noises and uncertainties, have become one of the major research fields due to their presence in the real life. Read more

Generative models with diffusions

One of the power engines behind synthetic data generation in AI is diffusion models, aka, stochastic differential equations. A success story that draws a lot of public attention recently is the generation of high-resolution images from text prompts, e.g. Read more

Stochastic Optimization Models for Energy Systems

  Research Group: Operational Research
Applications are invited for one full-time PhD position in the newly founded research group led by Bismark Singh within the Operational Research group at the University of Southampton. Read more

Information theoretic methods for sensor management

Supervisory Team.   Professor Daniel Clark. Project description. There is growing need for the development of autonomous systems that are able to make decisions automatically based on information that they receive from sensors. Read more

Safety assured Bayesian machine learning for reliable decision making in autonomous driving

Autonomous driving systems (ADS) using artificial intelligence techniques have seen rapid development in recent years. Autonomous driving is expected to reshape the current transportation system and may significantly impact human travel in the near future. Read more

Random β-transformations

One of the most classical examples of a dynamical system stem from β-transformations. Namely, self-maps on [0, 1] of the form x → {βx}, where β is a real number with |β| > 1 and where {βx} denotes the fractional part of βx. Read more

Funded PhD Studentship on Robust and Efficient Machine Learning Algorithms

Overview. I am looking for a PhD student with an interest in the design of efficient and robust machine learning and data processing algorithms using tools from applied probability, signal processing and statistical mechanics. Read more

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