Functional and parametric identifiability for universal differential equations applied to chemical reaction networks
Loman, T Baker, R (15 Oct 2025) https://arxiv.org/abs/2510.14140v1
An energy-based mathematical model of actin-driven protrusions in eukaryotic chemotaxis
Johnson, S Parsons, M Baker, R Maini, P (24 Sep 2025) https://arxiv.org/abs/2509.20303v1
Parameter Estimation for Differential Equation Models Using Generalized Profiling: A Computational Tutorial
Simpson, M Bennett, J Johnston, A Baker, R (29 Jan 2026) https://arxiv.org/abs/2602.04891v2
Quantifying the effect of phenotype on clustering behaviour in melanoma: from monoculture to co-culture
Schofield, N White, R Baker, R Byrne, H (27 Apr 2026) https://arxiv.org/abs/2604.24673v2
A likelihood-based framework for simultaneously learning both noise and growth dynamics using biologically-informed neural networks
Crossley, R Baker, R (11 Jun 2026) https://arxiv.org/abs/2606.13475v1
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