Projects for Stochastic Modelling and Computational 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
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
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
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
Modelling of (pro)drug diffusion and conversion within catalytic hydrogels Ferry Melchels Stochastic Modelling and Computational Data Science, Vision, Image and Signal Processing
Structure-property relations for biodegradable elastomers Ferry Melchels Advanced Mechanical Engineering, Stochastic Modelling and Computational Data Science
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