Ruth Baker

University of Oxford

United Kingdom

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Articles (16)

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2024

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2024

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2024

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2023

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2023

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2022

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2021

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2021

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2021

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2021

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2020

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2020

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2020

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2020

Collaborators (6)

Daniel Cohen

Assistant Professor

Princeton University

UNITED STATES

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lance davidson

University of Pittsburgh

UNITED STATES

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Pascal Buenzli

Lecturer in Mathematical Biology

Queensland University of Technology

AUSTRALIA

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Jose Antonio Carrillo

University of Oxford

UNITED KINGDOM

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Simon Martina Perez

University of Oxford

UNITED KINGDOM

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Elliot Carr

Senior Lecturer

Queensland University of Technology

AUSTRALIA

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Ruth Baker

Research Interests

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Articles (16)

Parameter identifiability and model selection for partial differential equation models of cell invasion

A mathematical framework for the emergence of winners and losers in cell competition

Efficient multifidelity likelihood-free Bayesian inference with adaptive computational resource allocation

Quantifying tissue growth, shape and collision via continuum models and Bayesian inference

Dynamic fibronectin assembly and remodeling by leader neural crest cells prevents jamming in collective cell migration

A Local Continuum Model of Cell-Cell Adhesion

Efficient Bayesian inference for mechanistic modelling with high-throughput data

Bayesian uncertainty quantification for data-driven equation learning

Quantifying the impact of electric fields on single-cell motility

The role of mechanical interactions in EMT

Profile likelihood analysis for a stochastic model of diffusion in heterogeneous media

Learning differential equation models from stochastic agent-based model simulations

Biologically-informed neural networks guide mechanistic modeling from sparse experimental data

Identifiability analysis for stochastic differential equation models in systems biology

Mechanical Cell Competition in Heterogeneous Epithelial Tissues

A practical guide to pseudo-marginal methods for computational inference in systems biology

Collaborators (6)

Daniel Cohen

lance davidson

Pascal Buenzli

Jose Antonio Carrillo

Simon Martina Perez

Elliot Carr

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