Pulmonary and cardiovascular pathophysiology; mechanical ventilation of critically ill patients; personalised simulation and control technologies for the Intensive Care Unit; systems and control theory for synthetic biology; modelling and simulation frameworks for robust model-based design of synthetic biological systems; design of synthetic circuits using recombinases and DNA-based chemistry

Artificial Olfactory Systems, clinical investigations of gas phase bio-markers of disease, application development for medical, environmental and agricultural fields

Motile microorganisms, biological flows

Systems pharmacology for pharmaceuticals and optimal dosing; biomedical modelling of tumours, immune system dynamics (cancer, kidney transplantation); biomechanics for mobilty and balance, design of orthoses/protheses, control systems

CMOS sensors; Biomimetics; Electronic Noses; Chemical microsensors; Chemical Microsystems; Electronic Tongues; Biomedical Engineering; Pattern recognition

High resolution biomedical imaging using ultrasonic metamaterials

Identification, stability and control of linear and nonlinear systems with application to diabetes; Time series analysis of complex signals and synchronisation phenomenon with application to cardio-respiratory coupling; Development of machine learning and artificial intelligence methods with applications to limited data in clinical settings; Supervised and unsupervised machine learning and data-driven dynamic modelling with application to high-risk renal transplantation

Stochastic nonlinear systems, in particular the dynamics of nonlinear systems subject to both signals and noise (Stochastic Resonance); Biological sensory systems (neural coding and cell signaling), stochastic signal and image processing, cochlear implant coding strategies