Computer Science (monte carlo) PhD Projects, Programmes & Scholarships

Advanced Monte Carlo simulation of quantum fields: taking worldline sampling beyond the diffusive regime

University of Warwick School of Engineering

University of Warwick – School of Engineering. Qualification aim. Doctor of Philosophy in Engineering (PhD). Start date: 30 September 2024. Read more

Supervisor: Dr MF Faulkner

31 July 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Sequential Monte Carlo Methods for Bayesian Inference in Complex Systems

University of Sheffield Department of Automatic Control and Systems Engineering

This project will focus on the development of Bayesian inference methods such as sequential Markov Chain Monte Carlo (MCMC) methods for filtering and smoothing of states and parameters of complex nonlinear systems. Read more

Supervisor: Prof L Mihaylova

Year round applications PhD Research Project Self-Funded PhD Students Only

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Probabilistic Approaches to Artificial Intelligence

Lancaster University Department of Mathematics and Statistics

We are currently seeking a number of PhD researchers in areas of Probability, Statistics and Machine Learning for the £8.5m EPSRC-funded hub on Probabilistic AI (Prob_AI Hub). Read more

Supervisors: Prof P Fearnhead, Prof Chris Nemeth

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

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PhD in Quantum Simulations for Electronic Structure Calculations in Molecules and Materials

University College London Faculty of Mathematical and Physical Sciences

Do you have a passion for computational chemistry and are eager to employ quantum computing methods to study complex chemical systems?. Read more

Supervisors: Prof P Coveney, Prof A Hoekstra

30 April 2024 PhD Research Project Funded PhD Project (Students Worldwide)

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Using Natural Language Processing and molecular simulations to build polymer databases

The University of Manchester Department of Chemistry

A fully funded PhD position in multiscale modelling of polymer composites is available in the group of Professor Carbone at the University of Manchester from October 2024. Read more

Supervisor: Dr P Carbone

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

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Developing Novel Machine Learning Methods for Equation of State Uncertainty Quantification

University of Liverpool School of Electrical Engineering, Electronics and Computer Science

This PhD project aligns with the CDT in Distributed Algorithms. The What, How and where of Next-Generation Data Science. Read more

Supervisor: Prof S Maskell

31 May 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Achieving Robust Quantum Control through Deep Reinforcement Learning [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics

The success of quantum computing, simulation, and sensing applications hinges on achieving robust control over quantum systems. Read more

Supervisors: Dr F Langbein, Dr K Sidorov, Dr Y Li

Year round applications PhD Research Project Self-Funded PhD Students Only

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Achieving Robust Quantum Control through Deep Reinforcement Learning

Cardiff University Cardiff School of Computer Science & Informatics

The success of quantum computing, simulation, and sensing applications hinges on achieving robust control over quantum systems. Read more

Supervisors: Dr F Langbein, Dr K Sidorov, Dr Y Li

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Computer modelling the development of organisations in the high-tech entrepreneurship ecosystem

Kingston University Faculty of Engineering, Computing and the Environment

Technological firms are regarded as key for national and regional economic development. Today, more than ever before, the business environment is burgeoning with innovation; Even simply Googling for apps and services to help boost elementary office efficiency, returns over 2000 items. Read more

Supervisor: Dr R Mellor

Year round applications PhD Research Project Self-Funded PhD Students Only

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Sensor Fusion and management in Autonomous Airborne Platforms

University of Edinburgh School of Engineering

Sensor networks, sensor fusion and management techniques address key challenges in intelligence, surveillance, target acquisition, and reconnaissance (ISTAR). Read more

Supervisors: Dr J Hopgood, Prof M Davies

28 February 2025 PhD Research Project Funded PhD Project (European/UK Students Only)

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Data-driven optimal prediction of bacteria growth

The University of Manchester Department of Mechanical, Aerospace and Civil Engineering

This project is devoted to an AI-based prediction of bacteria growth and its control by antibiotics. In synthetic biology, an improved understanding of bacterial regulatory circuits is required to develop complex biological systems with functionalities beyond existing in nature [1, 2]. Read more

Supervisor: Dr S Utyuzhnikov

Year round applications PhD Research Project Self-Funded PhD Students Only

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High-dimensional computations with applications to uncertainty quantification for multiphysics engineering systems

University of Strathclyde Department of Mathematics & Statistics

The Strathclyde Centre for Doctoral Training (SCDT) in "Data-driven uncertainty-aware multiphysics simulations" (StrathDRUMS) is a new, multi-disciplinary centre of the University of Strathclyde, which will carry out cutting-edge research in data-driven modelling and uncertainty quantification for multiphysics engineering systems. Read more

Supervisors: Dr YK Kazashi, Dr S Bi, Dr M D A De Angelis

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

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Data-driven optimal prediction of bacteria growth

The University of Manchester Department of Mechanical, Aerospace and Civil Engineering

This project is devoted to an AI-based prediction of bacteria growth and its control by antibiotics. In synthetic biology, an improved understanding of bacterial regulatory circuits is required to develop complex biological systems with functionalities beyond existing in nature [1, 2]. Read more

Supervisor: Prof R Breitling

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

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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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Expanding the capabilities of the Molecular Simulation Design Framework (MoSDeF)

Heriot-Watt University School of Engineering & Physical Sciences

The Molecular Simulation Design Framework (MoSDeF, mosdef.org) is an open-source, extensible Python-based software package designed to facilitate the hierarchical… Read more

Supervisors: Prof PT Cummings, Prof C McGabe

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

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We have 17 Computer Science (monte carlo) PhD Projects, Programmes & Scholarships

Computer Science (monte carlo) PhD Projects, Programmes & Scholarships

We have 17 Computer Science (monte carlo) PhD Projects, Programmes & Scholarships

Advanced Monte Carlo simulation of quantum fields: taking worldline sampling beyond the diffusive regime

Sequential Monte Carlo Methods for Bayesian Inference in Complex Systems

Probabilistic Approaches to Artificial Intelligence

PhD in Quantum Simulations for Electronic Structure Calculations in Molecules and Materials

Using Natural Language Processing and molecular simulations to build polymer databases

Developing Novel Machine Learning Methods for Equation of State Uncertainty Quantification

Achieving Robust Quantum Control through Deep Reinforcement Learning [SELF-FUNDED STUDENTS ONLY]

Achieving Robust Quantum Control through Deep Reinforcement Learning

Computer modelling the development of organisations in the high-tech entrepreneurship ecosystem

Sensor Fusion and management in Autonomous Airborne Platforms

Data-driven optimal prediction of bacteria growth

High-dimensional computations with applications to uncertainty quantification for multiphysics engineering systems

Data-driven optimal prediction of bacteria growth

Mathematical Machine Learning for Molecular Modeling

Expanding the capabilities of the Molecular Simulation Design Framework (MoSDeF)

We have 17 Computer Science (monte carlo) PhD Projects, Programmes & Scholarships

Computer Science (monte carlo) PhD Projects, Programmes & Scholarships

We have 17 Computer Science (monte carlo) PhD Projects, Programmes & Scholarships

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