![Ruth Baker Ruth Baker](/system/files/styles/profile/private/users/photos/e40c2381b41c482b950c695d4ce0c808.jpg?h=04d92ac6&itok=E_Vcz__-)
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
Approximate solutions of a general stochastic velocity-jump process
subject to discrete-time noisy observations
Ceccarelli, A Browning, A Baker, R (28 Jun 2024) http://arxiv.org/abs/2406.19787v2 subject to discrete-time noisy observations
Collective Invasion: When does domain curvature matter?
Pollacco, J Baker, R Maini, P (12 Jun 2024) http://arxiv.org/abs/2406.08291v1 Parameter identifiability, parameter estimation and model prediction for
differential equation models
Simpson, M Baker, R (13 May 2024) http://arxiv.org/abs/2405.08177v2 differential equation models
Smoothing in linear multicompartment biological processes subject to stochastic input
Browning, A Jenner, A Baker, R Maini, P Physical Review E: Statistical, Nonlinear, and Soft Matter Physics volume 109 (09 May 2024) Quantifying cell cycle regulation by tissue crowding
Falcó I Gandia, C Cohen, D Carrillo De La Plata, J Baker, R Biophysical Journal (06 May 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.