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 mcafee.marion@nullitsligo.ie

Research Interests: Dynamical Systems and Control, Intelligent Sensing

Co-Director:

Dr. Leo Creedon Creedon.leo@nullitsligo.ie 

Research Interests: Abstract algebra, Mathematical Modelling, Mathematical Biology

Principal Investigator:

Dr. Akinlolu Akande akande.akinlolu@nullitsligo.ie

Research Interests: Discovering novel materials from first principles and Machine Learning for energy applications

Principal Investigator:

Dr Muhammad Mahmood Ali ali.muhammadmahmood@nullitsligo.ie)

Research Interests: Applied industrial statistics, process optimisation, Statistical process control, experimental design, simulation modelling and machine learning.

Principal Investigator:

Dr John Donovan donovan.john@nullitsligo.ie

Research Interests: Applied industrial statistics, process optimisation, Statistical process control, experimental design, simulation modelling and machine learning.

Principal Investigator:

Dr. Salem Gharbia gharbia.salem@nullitsligo.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 graceffa.valeria@nullitsligo.ie

Research Interests: Tissue Engineering, biomaterials, cell biology

Principal Investigator:

Dr. James Hanrahan hanrahan.james@nullitsligo.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 hurley.donny@nullitsligo.ie

Research Interests: Mathematics: Vertex Operator Algebras, Error-correcting codes. Computing: AI, Computational Creativity

Principal Investigator:

Dr. Umar Khan khan.umar@nullitsligo.ie

Research Interests: Materials Science and Engineering, nano materials and composites

Principal Investigator:

Dr. Ioannis Manolakis manolakis.ioannis@nullitsligo.ie

Research Interests: Polymers, composites, biobased & bio-inspired materials, antifouling coatings, medical devices

Principal Investigator:

Dr. Douglas Marques marques.douglas@nullitsligo.ie

Research Interests: Materials Science, Polymer Processing, Additive Manufacturing, Tissue Engineering, Medical Devices, Finite Element Analysis

Principal Investigator:

Dr. David Mulligan mulligan.david2@nullitsligo.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 mulrennan.konrad@nullitsligo.ie

Research Interests: Computational Modelling; Intelligent Sensing; Energy Modelling; AI and Machine Learning; Data Science; Predictive Modelling

Principal Investigator:

Dr Ruth Quinn quinn.ruth@nullitsligo.ie 

Research interests: community water management, rainwater harvesting, sustainable drainage systems and performance evaluation of nature-based solutions

Principal Investigator:

Dr. Saritha Unnikrishnan unnikrishnan.saritha@nullitsligo.ie

Research Interests: Explainable deep AI, computer vision and smart sensor integration for digital health applications

Principal Investigator:

Dr Waqas Saleem Saleem.Waqas@itsligo.ie

Research Interests: Numerical Modelling & Cutting Simulation, Damage Mechanics, Industry 4.0, Manufacturing Sustainability, Additive Manufacturing, Topology & Shape Optimization, Biomaterials, and Biomedical devices. 

Postdoctoral researcher :

Barry  Brennan barry.brennan@nullatu.ie

Research Interests: Chemical analysis, material surfaces, metrology, 2D materials, nanocomposites

Postdoctoral Researcher:

Dr lulia Anton anton.iulia@nullitsligo.ie

Research Interests: Coastal Engineering, Climate Change, Wave and Wind Energy, Environmental Modelling, Coastal Modelling, Decarbonisation Energy Systems, Mathematical Modelling, Data Analysis

Postdoctoral Researcher:

Dr David Obada obada.david@nullitsligo.ie

Research Interests: 

Advanced Materials, Fracture Mechanics, and Condensed Matter Physics

PHD Student

Fearghus Downes

Project Title: Mathematical Modelling of Bovine Reproduction

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 Akindele Abloade

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

Postdoctoral Researcher:

Dr Kieran Hughes hughes.kieran@nullitsligo.ie

Research Interests: Applications of derivations of group algebras, mathematical modelling of environmental sensors, and mathematical modelling of the bovine reproductive system