Projects for Applied Data Science

Project title Supervisor MSc programme
Digital surrogate model of a microwave sensor system (2020/21) Marc Desmulliez Applied Data Science, Vision, Image and Signal Processing
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, 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, Vision, Image and Signal Processing
Spiking Neural Networks for event-based imaging and sensing Yoann Altmann Applied Data Science, Photonics and Optoelectronic Devices, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Modelling Gas Flows in Porous Media using new Continuum Approach in OpenFOAM Dr. S Kokou Dadzie Advanced Mechanical Engineering, Applied Data Science, Energy, Global Sustainability, Renewable Energy and Distributed Generation, Renewable Energy Engineering, Stochastic Modelling and Computational Data Science
vortex shedding: Vortex Induced Vibration Dr. S Kokou Dadzie Advanced Mechanical Engineering, Applied Data Science, Energy, Global Sustainability, Renewable Energy and Distributed Generation, Renewable Energy Engineering
Evaluation of some Multiphase Flow Solvers in OpenFOAM Dr. S Kokou Dadzie Advanced Mechanical Engineering, Applied Data Science, Energy, Global Sustainability, Renewable Energy and Distributed Generation, Renewable Energy Engineering, Stochastic Modelling and Computational Data Science
Data-driven design of tailor-made sorbent materials for energy-efficient carbon capture Prof Susana Garcia Applied Data Science, Energy, Global Sustainability
Integrated acoustic cell lysis module for point-of-care format Maiwenn Kersaudy-Kerhoas Advanced Mechanical Engineering, Applied Data Science
Digital twins and proxies for Integrated Safety Compliant Edge Robotics (ISCER) Theo Lim Advanced Mechanical Engineering, Applied Data Science, Brewing and Distilling, Brewing and Distilling with Entrepreneurship, 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
Regenerating images and classification of damaged heritage items and recommending restoration methods (2020/21) Dr Gule Saman Applied Data Science, Vision, Image and Signal Processing
Identifying COVID-19 patients from CT images (2020/21) Dr. Gule Saman Applied Data Science, Vision, Image and Signal Processing
Improving the estimation of satellite altimetric parameters (2020/21) Abderrahim Halimi Applied Data Science, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Computational imaging: Robust and Scalable Algorithms for 3D Lidar videos (2020/21) Dr Abderrahim Halimi Applied Data Science, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
The thermal impact of laser ablation during 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, Vision, Image and Signal Processing
Hidden cracks: Early diagnosis of osteoarthritic bone using multimodal image-based computational models Uwe Wolfram Advanced Mechanical Engineering, Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Combat climate change using Minecraft-style computational models 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
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
In vivo subtalar joint contact forces during eversion to inversion motion Uwe Wolfram Advanced Mechanical Engineering, Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Design of a 3D-printed microscope for imaging with an event-camera Yoann Altmann Applied Data Science, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Development of 3D Printed Flow Reactors for Photochemical Processes Filipe Vilela Advanced Mechanical Engineering, Applied Data Science, Renewable Energy and Distributed Generation
Preschool and primary engineering (2020/21) 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, Vision, Image and Signal Processing
Topological search of efficient Convolutional Neural Network architectures for the diagnosis of Parkinson’s Disease Marta Vallejo Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Deep Learning-based Characterisation of Protein Aggregation in amyotrophic lateral sclerosis (ALS) Marta Vallejo Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Approaching multimodal Deep Learning diagnosis of standard clinical assessments in Parkinson’s Disease (2021/22) Marta Vallejo Applied Data Science, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Ultrafast CCRM camera and applications-data processing (2021/22) Dr Xu Wang Advanced Mechanical Engineering, Applied Data Science, Photonics and Optoelectronic Devices, Robotics, Autonomous and Interactive Systems, Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Ultrafast CCRM camera and applications-Experimental (2021/22) Dr. Xu Wang Advanced Mechanical Engineering, Applied Data Science, Photonics and Optoelectronic Devices, Robotics, Autonomous and Interactive Systems, Vision, Image and Signal Processing
Underwater optical communication-FPGA (2021/22) Dr Xu Wang Advanced Mechanical Engineering, Applied Data Science, Photonics and Optoelectronic Devices, Robotics, Autonomous and Interactive Systems, Vision, Image and Signal Processing
Underwater optical communication-optical (2021/22) Dr Xu Wang Advanced Mechanical Engineering, Applied Data Science, Photonics and Optoelectronic Devices, Robotics, Autonomous and Interactive Systems, Vision, Image and Signal Processing