InFoMM Cohort Three

Research Project:

• Machine Learning and Matrix Completion for Bioactivity Predictions (e-Therapeutics)

Mini-projects:

• Weighted matrix completion for bioactivity prediction (e-Therapeutics)
• Oxygen profile in the ‘CXP1’ organoid expansion bioreactor (Cellesce)

Profile

Research Project: 

• Mathematical Formulation of Coarse Predictors for Time Parallelisation Algorithms to be used in Fusion Plasma Physics (Culham Centre for Fusion Energy)

Mini-projects:

• Mathematical formulation of the coarse predictor for the parareal algorithm in fusion plasma divertor simulations (Culham Centre for Fusion Energy)
• Development of multi-GPU algorithms for HPC (NVIDIA)
   

Profile

Research Project:

• Compressed Sensing Reconstruction of Dynamic X-Ray Imaging (Adaptix Imaging)

Mini-projects:

• Swarm robotics in bearing only formations (Leonardo)
• Parametric models for motion correction in medical imaging (Adaptix Imaging)

Research Project:

• Modelling the Mechanisms of Microsilica Particle Formation and Growth (Elkem)

Mini-projects:

• Modelling microsilica particle formation and growth (Elkem) 
• More accurate optical measurements of the cornea (Lien Applied Diagnostics) 

Research Project:

• Modelling and Analysis of Paste Flow and Segregation in High Performance Søderberg Electrodes (Elkem)

Mini-projects:

• Modelling paste flow and segregation in high performance Søderberg electrodes (Elkem)
• Blade path optimisation in steam turbine design (Siemens)

Research Project:

• Modelling Removal of Sulphur Dioxide from Flue Gas (Gore)

Mini-projects:

• Effective thermal conductivity in bulk materials at high temperatures (Teknova)
• Modelling the extraction of sulphur dioxide from natural gas (Gore)

Research Project: 

• Mathematical Modelling of Alumina Feeding (Teknova)

Mini-projects:

• Reflections from curved reflective buildings (ARUP)
• Mathematical Modelling of dissolving alumina lumps (Teknova)

Research Project:

• Long-Term Degradation of Lithium-Ion Batteries (Siemens)

Mini-projects:

• Effect of transient disturbances in glass shaping processes (Schott)
• Degradation of lithiumion batteries (Siemens)

Profile

Research Project:

• Characterising the Behaviour of Bifurcating Systems with Parameter Distribution  (AstraZeneca)

Mini-projects:

• Techniques for initialising simple data assimilation calculations for plasma models (Culham Centre for Fusion Energy)
• Behaviour of bifurcating systems with parameter distribution (AstraZeneca)

Research Project:

• Steam Turbine Design Optimisation (Siemens)

Mini-projects:

• Integrated information for organisational consciousness (BT)
• Robust vehicle routing (Tesco)

Research Project:

• High-Performance Low-Precision Vectorised Arithmetic and its Applications (ARM and NAG)

Mini-projects:

• Bayesian optimisation algorithms (NAG)
• Cost functions for herding top-quantiles (Vodafone)

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Profile

Research Project:

• Fluid Flow through Vegetation (US Army Corps of Engineers and HR Wallingford)

Mini-projects: 

• Ternary phase diagrams for water/brine/surfactant mixtures (Sclumberger)
• Homogenisation approaches for non-static microscale structures (USACE)

Contact Sophie Hurden or call +44 (0)1865 611512