Projects for Applied Data Science

Project title Supervisor MSc programme
My project proposal Advanced Mechanical Engineering, Applied Data Science, Brewing and Distilling, Brewing and Distilling with Entrepreneurship, Energy, Photonics and Optoelectronic Devices, Renewable Energy and Distributed Generation, Renewable Energy Engineering, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Telecommunications, Vision, Image and Signal Processing
Design and assembly of dual side-by-side camera for 3D virtual reality Dr. Jose Marques-Hueso Advanced Mechanical Engineering, Applied Data Science, Photonics and Optoelectronic Devices, Robotics, Autonomous and Interactive Systems, Telecommunications, Vision, Image and Signal Processing
Improving the estimation of satellite altimetric parameters Abderrahim Halimi Applied Data Science, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Project on Remote Labs Dr. Mik Pozzi Advanced Mechanical Engineering, Applied Data Science, Robotics, Autonomous and Interactive Systems, Telecommunications, Vision, Image and Signal Processing
Project on IoT Dr. Mik Pozzi Applied Data Science, Renewable Energy Engineering, Robotics, Autonomous and Interactive Systems, Telecommunications
Fast 3D imaging using active imaging and an event-camera Yoann Altmann Applied Data Science, Photonics and Optoelectronic Devices, Robotics, Autonomous and Interactive Systems, Telecommunications, Vision, Image and Signal Processing
Multi-target tracking using event-camera data for microscopy Yoann Altmann Applied Data Science, Photonics and Optoelectronic Devices, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Telecommunications, Vision, Image and Signal Processing
Enhancing the 3D reconstruction of underwater scenes using sonar and off-the-shelf point cloud denoisers Dr. Yoann Altmann Applied Data Science, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Social Robots and Ambient Assisted Living (suitable for multiple students) Mauro Dragone Applied Data Science, Robotics, Autonomous and Interactive Systems, Telecommunications, Vision, Image and Signal Processing
Networking and Machine Learning techniques for Underwater Robotic and Sensor Networks (suitable for multiple students) Mauro Dragone Applied Data Science, Photonics and Optoelectronic Devices, Robotics, Autonomous and Interactive Systems, Telecommunications, Vision, Image and Signal Processing
Identifying COVID-19 patients from CT images Dr. Gule Saman Applied Data Science, Vision, Image and Signal Processing
Regenerating images and classification of damaged heritage items and recommending restoration methods Dr Gule Saman Applied Data Science, Vision, Image and Signal Processing
Internet of Robotic Things (suitable for multiple students) Mauro Dragone Applied Data Science, Robotics, Autonomous and Interactive Systems, Telecommunications
Digital surrogate model of a microwave sensor system Marc Desmulliez Applied Data Science, Vision, Image and Signal Processing
Artificial Intelligence (AI)-based identification of appliances in households from their electrical smart meter data Professor David Flynn Applied Data Science, Energy, Renewable Energy and Distributed Generation, Renewable Energy Engineering, Robotics, Autonomous and Interactive Systems
Modelling strategic behaviour of renewable generators in privately developed local networks Professor David Flynn Applied Data Science, Energy, Renewable Energy and Distributed Generation, Renewable Energy Engineering
Smart energy management for prosumers in local energy communities Professor David Flynn Applied Data Science, Energy, Renewable Energy and Distributed Generation, Renewable Energy Engineering
Modelling of microwave interaction with porous media Professor David Flynn Advanced Mechanical Engineering, Applied Data Science, Energy, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Predicting the Remaining Useful Life of Assets Professor David Flynn Advanced Mechanical Engineering, Applied Data Science, Energy, Renewable Energy and Distributed Generation, Renewable Energy Engineering, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Machine learning approach for recognition of partial discharge patterns for Gas insulted switchgear (GIS) Professor David Flynn Applied Data Science, Energy, Renewable Energy and Distributed Generation, Renewable Energy Engineering, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Telecommunications, Vision, Image and Signal Processing
Approaching multimodal Deep Learning diagnosis of standard clinical assessments in Parkinson’s Disease Marta Vallejo Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Simulating laser ablation for minimal invasive surgery of biologic hard and soft tissues Uwe Wolfram Advanced Mechanical Engineering, Applied Data Science, Photonics and Optoelectronic Devices, Stochastic Modelling and Computational Data Science
Bone mechanics from molecule to organ Uwe Wolfram and Ali Ozel Advanced Mechanical Engineering, Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Patient specific bone models Uwe Wolfram Advanced Mechanical Engineering, Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Bone healing and adaption Uwe Wolfram Advanced Mechanical Engineering, Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Inhalers: Personalised treatments for children to elderly Uwe Wolfram and Ali Ozel Advanced Mechanical Engineering, Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Combat climate change I: Statistical shape modelling of cold-water corals Uwe Wolfram Advanced Mechanical Engineering, Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Combat climate change II: Computational strength analyses of cold-water corals Uwe Wolfram Advanced Mechanical Engineering, Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Helping bone to heal: Computational analysis of bone-biomaterial mechanics Uwe Wolfram Advanced Mechanical Engineering, Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Rock Avalanche Modelling with Quadrature-Based Moment Method Dr. Ali Ozel Advanced Mechanical Engineering, Applied Data Science, Energy, Stochastic Modelling and Computational Data Science
Molecular Dynamics Simulations of Cellular Uptake of Nanoparticles Dr. Ali Ozel Advanced Mechanical Engineering, Applied Data Science, Stochastic Modelling and Computational Data Science
Development of “Cheap” Digital Holographic Microscope Dr. Ali Ozel Advanced Mechanical Engineering, Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Preschool and primary engineering Helen Bridle Advanced Mechanical Engineering, Applied Data Science, Brewing and Distilling, Brewing and Distilling with Entrepreneurship, Energy, Photonics and Optoelectronic Devices, Renewable Energy and Distributed Generation, Renewable Energy Engineering, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Telecommunications, Vision, Image and Signal Processing
Computational imaging: Robust and Scalable Algorithms for 3D Lidar videos Dr Abderrahim Halimi Applied Data Science, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing