Prof. Ruth Baker
M.Math., D.Phil.
Pronouns
She / Her
Status
Academic Faculty
Professor of Applied Mathematics
Research groups
Address
Mathematical Institute
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
Highlighted publications
Crowded transport within networked representations of complex geometries
Wilson, D Woodhouse, F Simpson, M Baker, R COMMUNICATIONS PHYSICS volume 4 issue 1 (25 Oct 2021) Quantifying the impact of electric fields on single-cell motility.
Prescott, T Zhu, K Zhao, M Baker, R Biophysical journal volume 120 issue 16 3363-3373 (Aug 2021) Pakman: a modular, efficient and portable tool for approximate Bayesian inference
Pak, T Baker, R Pitt-Francis, J Journal of Open Source Software volume 5 issue 47 1716-1716 (07 Mar 2020) Practical parameter identifiability for spatio-temporal models of cell invasion
Simpson, M BAKER, R Vittadello, S Maclaren, O Journal of the Royal Society Interface volume 17 issue 164 (04 Mar 2020) Multifidelity Approximate Bayesian Computation
Prescott, T Baker, R SIAM/ASA Journal on Uncertainty Quantification (16 Jan 2020) http://arxiv.org/abs/1811.09550v2 Testing models of mRNA localization reveals robustness regulated by reducing transport between cells
Harrison, J Parton, R Davis, I Baker, R Biophysical Journal volume 117 issue 11 2154-2165 (03 Dec 2019) Bayesian uncertainty quantification for data-driven equation learning
Martina-Perez, S Simpson, M Baker, R Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences http://arxiv.org/abs/2102.11629v3 Prizes, awards, and scholarships
- Royal Society Wolfson Research Merit Award - 2017-2022
- Fellow of the Institute of Mathematics and Its Applications (FIMA) - 2021
- Fellow of the Royal Society of Biology (FRSB) - 2020
- Leverhulme Research Fellowship - 2017-2019
- London Mathematical Society Whitehead Prize - 2014
Recent publications
Parameter identifiability and model selection for partial differential equation models of cell invasion
Liu, Y Suh, K Maini, P Cohen, D Baker, R Journal of the Royal Society Interface volume 21 (06 Mar 2024) Spatial heterogeneity in collective electrotaxis: continuum modelling and applications to optimal control.
Martina-Perez, S Breinyn, I Cohen, D Baker, R (29 Feb 2024) https://www.ncbi.nlm.nih.gov/pubmed/38463960 Correction to: Predicting Radiotherapy Patient Outcomes with Real-Time Clinical Data Using Mathematical Modelling.
Browning, A Lewin, T Baker, R Maini, P Moros, E Caudell, J Byrne, H Enderling, H Bulletin of mathematical biology volume 86 issue 4 35- (28 Feb 2024) Optimal control of collective electrotaxis in epithelial monolayers.
Martina-Perez, S Breinyn, I Cohen, D Baker, R (13 Feb 2024) https://www.ncbi.nlm.nih.gov/pubmed/38410651 Predicting radiotherapy patient outcomes with real-time clinical data using mathematical modelling
Browning, A Lewin, T Baker, R Maini, P Moros, E Chaudell, J Byrne, H Enderling, H Bulletin of Mathematical Biology volume 86 issue 2 (18 Jan 2024) Research interests
My research focuses on developing and applying novel mathematical, computational and statistical methodologies and modelling frameworks for investigating developmental biology systems at the cell and tissue level. I develop biologically realistic models that, used in tandem with experimental investigations, can provide fundamental insights into key biological mechanisms. An important aspect of my work is therefore multidisciplinary collaboration with theoreticians, life scientists and clinicians both within Oxford and further afield.