Nuno Reis

Staff

Department of Chemical Engineering

Dr Nuno Reis
Nuno is interested in modelling of fundamental physical, chemical and biological processes that underpin the robust development and performance of novel disruptive biological and biomedical technologies. For example, using CFD modelling to understand mixing, mass and heat transfer, particles suspension, or bubbly flow in two-phase or multiphase unsteady oscillatory flow reactors and in microfluidic (miniaturised) devices. He also explores antibodyantigen binding, mass transfer and matrix effects in novel microfluidic biosensors through numerical modelling and uses mathematical algorithms for stratifying patients’ outcome based on a biomarkers fingerprinting from human samples – a statistical approach that could speed up adoption of novel microfluidic tests for rapid diagnosis of e.g. sepsis, viral and bacterial infections, acute renal and cardiac injuries.

University of Bath Research Portal

https://researchportal.bath.ac.uk/en/persons/nuno-reis

Second Supervisors

Alessandro Leronni

Department of Mechanical Engineering

Research interests

Continuum modelling of electrochemo-mechanical systems
Finite element implementation of multiphysics frameworks
Smart materials, energy storage, and developmental biology

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Da Chen

Department of Computer Science

Research interests:

Computer vision, deep learning, multimodal learning: general CV/ML tasks in practical scenarios.
Learning with limited data: Learning with imbalanced data, long-tailed data, open-set data, out-of-distribution data, etc; incremental learning, few-shot learning, etc.
Video processing: multimodal learning with video with visual, textual, and audio information.