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Mathematical Modelling and Intelligent Systems for Health and Environment
The development of advanced sensing systems and mathematical modelling techniques are key to tackling many urgent societal and health challenges from a local to a global scale. Sensing, data, and mathematical and computational models and analytical tools can play a huge role in effective decision making in almost every sector – from discovering new materials for a cleaner society, to designing novel medical devices and diagnostic systems, to planning a sustainable and inclusive society – including the future of our transport, land use and energy systems.
The vision of the MISHE SRC is to be a focal point for research and advancement in mathematical modelling and intelligent systems in the West/North West region of Ireland, to engage with regional stakeholders in addressing local challenges whilst collaborating with excellent national and international research groups on global solutions.
The MISHE SRC is inherently multidisciplinary, bringing together Principal Investigators from Engineering, Science and Social Science to work together on the application of modelling and intelligent systems to challenges including: sustainable transport and tourism in the region, coastal climate resilience, design and optimisation of novel materials for clean energy production and medical devices; and biological modelling and informatics to support faster diagnostics and improved therapeutic developments in tandem with clinicians and health researchers in the region.
The Team
Co-Director
Dr Marion McAfee Marion.McAfee@nullatu.ie
Research Interests: Dynamical Systems and Control, Intelligent Sensing
Co-Director
Dr Leo Creedon Leo.Creedon@nullatu.ie
Research Interests: Abstract algebra, Mathematical Modelling, Mathematical Biology
Principal Investigator
Dr Akinlolu Akande Akinlolu.Akande@nullatu.ie
Research Interests: Discovering novel materials from first principles and Machine Learning for energy application
Principal Investigator
Dr Muhammad Mahmood Ali Muhammad.Ali@nullatu.ie
Research Interests: Applied industrial statistics, process optimisation, Statistical process control, experimental design, simulation modelling and machine learning.
Principal Investigator
Dr John Donovan John.Donovan@nullatu.ie
Research Interests: Applied industrial statistics, process optimisation, Statistical process control, experimental design, simulation modelling and machine learning.
Principal Investigator
Dr Salem Gharbia Salem.Gharbia@nullatu.ie
Research Interests: Modelling dynamical temporal groundwater vulnerability using satellite scatterometer observations, AI and land-use statistical-based models. Spatial Conceptual Modelling. Developing self-calibrating algorithms for smart environmental monitoring systems
Principal Investigator
Dr Valeria Graceffa Valeria.Graceffa@nullatu.ie
Research Interests: Tissue Engineering, biomaterials, cell biology
Principal Investigator
Dr James Hanrahan James.Hanrahan@nullatu.ie
Research Interests: Sustainable destination management, Tourism and Bio-security, Tourism planning and development, Tourism education, Ecotourism certification, Visitor generated content, Sustainable event management, Tourism and technology
Principal Investigator
Dr Donny Hurley Donny.Hurley@nullatu.ie
Research Interests: Mathematics: Vertex Operator Algebras, Error-correcting codes. Computing: AI, Computational Creativity
Principal Investigator
Dr Umar Khan Umar.Khan@nullatu.ie
Research Interests: Materials Science and Engineering, nano materials and composites
Principal Investigator
Dr Ioannis Manolakis Ioannis.Manolakis@nullatu.ie
Research Interests: Polymers, composites, biobased & bio-inspired materials, antifouling coatings, medical devices
Principal Investigator
Dr Douglas Marques Douglas.Marques@nullatu.ie;
Research Interests: Materials Science, Polymer Processing, Additive Manufacturing, Tissue Engineering, Medical Devices, Finite Element Analysis
Principal Investigator
Dr David Mulligan David.Mulligan@nullatu.ie
Research Interests: Computer Integrated Manufacturing, Industry 4.0, SME Management, Innovation management, Knowledge management, Engineering materials, Learning and Education
Principal Investigator
Dr Konrad Mulrennan Konrad.Mulrennan@nullatu.ie
Research Interests: Computational Modelling; Intelligent Sensing; Energy Modelling; AI and Machine Learning; Data Science; Predictive Modelling
Principal Investigator
Dr Ruth Quinn Ruth.Quinn@nullatu.ie
Research interests: community water management, rainwater harvesting, sustainable drainage systems and performance evaluation of nature-based solutions
Principal Investigator
Dr Saritha Unnikrishnan Saritha.Unnikrishnan@nullatu.ie
Research Interests: Explainable deep AI, computer vision and smart sensor integration for digital health applications
Principal Investigator
Dr Gerard McGranaghan Gerard.McGranaghan@nullatu.ie
Research Interests: Numerical Modelling & Cutting Simulation, Damage Mechanics, Industry 4.0, Manufacturing Sustainability,
Principal Investigator
Dr Nina Snigireva Nina.Snigireva@nullatu.ie
Research Interests: Attractors, semiattractors and invariant measures; n-homogeneous polynomials and holomorphic functions on Banach lattices; Dynamical systems
Principal Investigator
Dr Jamie Roche Jamie.roche@nullatu.ie
Research Interests: Machine Learning; Artificial Intelligence; Data Science; Predictive Modelling; Intelligent Sensing; Robotics; Multi-Agent Systems with application to Intelligent Mobility, Path Planning and Sports Analytics.
Staff Researcher
Dr Kieran Hughes Kieran.Hughes@nullatu.ie
Research Interests: Applications of derivations of group algebras, mathematical modelling of environmental sensors, and mathematical modelling of the bovine reproductive system
Staff researcher
Barry Brennan barry.brennan@nullatu.ie
Research Interests: Chemical analysis, material surfaces, metrology, 2D materials, nanocomposites
Staff researcher
Ramen Ghosh ramen.ghosh@nullatu.ie
Research Interests: data-driven dynamical systems, applied mathematics and probability theory
Postdoctoral Researcher
Dr lulia Anton Iulia.Anton@nullatu.ie
Research Interests: Coastal Engineering, Climate Change, Wave and Wind Energy, Environmental Modelling, Coastal Modelling, Decarbonisation Energy Systems, Mathematical Modelling, Data Analysis
Principal Investigator:
Dr DineshBabu Duraibabu DineshBabu.Duraibabu@nullatu.ie
Research Interests: Automation & Robotics, Industrial Robotics, Underwater & aerial sensing, Optical Sensors, Sensor fusion and Path planning and Intelligent sensing.
Postdoctoral Researcher:
Dr David Obada David.Obada@nullatu.ie
Research Interests:
Advanced Materials, Fracture Mechanics, and Condensed Matter Physics
PHD Student
Nimra Munir
Project Title: On-line prediction of product quality in manufacturing of personalised drug delivery devices
PHD Student
Albert Weinert
Project Title: Condition Monitoring of Additively Manufactured Injection Mould tools for precision medical device manufacturing
PHD Student
Zainab Saleem
Project Title: Obstacle Detection and Collision Avoidance for Autonomous Cobot Operation in Dynamic Environments
PHD Student
Arghadyuti Banerjee
Project Title: Tracking dynamic time-dependent groundwater vulnerability using satellite scatterometer observations and land-use stochastic models
PHD Student
Tasneem Ahmed
Project Title: Enhancing climate resilience in European coastal cities: A multi-method approach
PHD Student
Mahmoud Tahmesabi
Project Title: Modelling and Control of a Light Electric Vehicle for Zero Emission Mobility as a Service
PHD Student:
Khurram Riaz
Project Title:Management of Coastal City Climate Resilience via GIS-based Digital Twin
PHD Student
Hamail Ayaz
Project Title: Deep Learning for early diagnosis and classification of Tumors from radiographic images
PHD Student
Simeon Abolade
Project Title: Photovoltaic and Photocatalytic performance study on Bismuth-chalcogenides using first-principles
PHD Student :
Mandana Kariminejad:
Project Title: Wireless sensing and control of injection moulding for medical device manufacturing
PHD Student :
Ismaila Abimbola:
Project Title: The use of low-cost sensors for monitoring and modelling dynamical temporal microplastic pollution in freshwater
PHD Student
Nanshin Nansak
Project Title: Cellular Automata modelling of bioresorbable polymer/magnesium tissue scaffolds.
PHD Student
Babak Ziaie
Project Title: Design and development of advanced porous implants through topology optimization and additive manufacturing
PHD Student
Babatunde Akinpelu
Project Title: Material design with machine leaning and soft computing
PHD Student
Fearghus Downes
Project Title: Mathematical Modelling of Bovine Reproduction