Dr Raquel Gonzalez Farina
Postdoctoral Research Associate
- Maths and Education Building , Senghennydd Road, Cardiff, CF24 4AG
I am a member of the Applied and Computational Mathematics Research Group and work on the project “Mathematical modelling and smart coatings: fighting the COVID-19 pandemic” with Dr Katerina Kaouri (PI), Prof. Ian Griffiths (University of Oxford) and Smart Separations Ltd (SSL). The project is funded by the Welsh Government (Sêr Cymru “Tackling COVID-19” call).
Working as a team, we are developing comprehensive mathematical models of the transmission of COVID-19 in indoor spaces, focusing on airborne transmission. Our novel modelling framework involves numerical and analytical solutions of advection-diffusion equations and Computational Fluid Dynamics simulations to accurately model air flows and transport of SARS-CoV-2. In this way, we can investigate the effects of air-conditioning, ventilation and masks. We are focusing on classrooms and healthcare locations.
Furthermore, our models will be used to quantify the reduction in viral transmission when antiviral coatings are applied to locations with a high risk of transmission. A novel antiviral nano-coating technology has been developed by SSL and it has been shown to destroy a broad range of microorganisms: bacteria, fungi and 99.9% of viruses, including SARS-CoV-2. The antiviral coating can be applied to most surfaces such as masks and gloves and air filters in AC units, portable air sanitisers and respirators.
I have recently completed my DPhil in Applied Mathematics as part of the Industrially Focused Mathematical Modelling Centre for Doctoral Training (InFoMM CDT) at the University of Oxford. My research focused on the mathematical modelling of the formation and growth of microsilica particles resulting from the combustion reaction of silicon monoxide and oxygen inside silicon furnaces. The project was in collaboration with Elkem and supervised by Prof. James Oliver, Prof. Andreas Münch, and Dr Robert A. Van Gorder. You can find a brief description of the project here and a relevant publication here.
- Predicting lift-off time when deep-frying potato dough snacks, in collaboration with PepsiCo (2021) - arXiv:1910.04458 , accepted in SIAM Journal on Applied Mathematics.
- Optimizing the performance of a conical ceramic membrane, in collaboration with Smart Separations Ltd. As part of the 146th European Study Group with Industry / Co-creation event with society (2019) - Technical report.
- More accurate optical measurements of the cornea, in collaboration with Lein Applied Diagnostics, and supervised by Prof. S. Jon Chapman and Dr David Hewitt (2017) - Lay report.
- Non-linear least-squares approximation for seismic data representation, in collaboration with Schlumberger, and supervised by Prof. Chris Budd (2016) - MSc dissertation.
- 2021 - present: Postdoctoral Research Associate, Cardiff University
- 2016 - 2021: DPhil in Applied Mathematics, EPSRC CDT in Industrially Focused Mathematical Modelling (InFoMM), University of Oxford.
- 2015 - 2016: MSc in Modern Applications of Mathematics, University of Bath (Distinction).
- 2011 - 2015: BSc in Mathematics, University of La Laguna (First-class Honours).
- InFoMM Annual Meeting - Virtual, University of Oxford (Jul 2020)
- Australian and New Zealand Industrial and Applied Mathematics Conference (ANZIAM), Hunter Valley (Feb 2020)
- International Congress on Industrial and Applied Mathematics (ICIAM) - Minisymposium, Valencia (Jul 2019)
- SIAM Conference on Applications of Dynamical Systems - Minisymposium, Utah (May 2019)
- InFoMM Annual Meeting, St Catherine's College, University of Oxford (Mar 2019)
- InFoMM Group Meeting, Mathematical Institute, University of Oxford (Dec 2018/2019)
- Young Researchers in Mathematics Meeting (PEJIM), University of La Laguna, Spain (Dec 2017/2019)