John T. Nardini

activity

20152026

most citedThe effects of MAPK activity on cell-cell adhesion during wound healing

2 citations · 2 across the 5 of their papers we have counts for

collaborators

Showing 2026Show all

2 papers · 1 filter

q-bio.QM2026

Spatial Model Selection and Uncertainty Quantification: Comparing Continuous and Discrete Wound Healing Models

John T. Nardini, Jana L. Gevertz

All data-driven modeling tasks (e.g., parameter estimation, uncertainty quantification, and data forecasting) require the selection of a mathematical model. An overlooked aspect of…

cs.LG2026

Physics-Informed Neural Networks for Biological $2 D + t$ Reaction-Diffusion Systems

William Lavery, Jodie A. Cochrane, Christian Olesen +3

Physics-informed neural networks (PINNs) provide a powerful framework for learning governing equations of dynamical systems from data. Biologically-informed neural networks (BINNs)…

Spatial Model Selection and Uncertainty Quantification: Comparing Continuous and Discrete Wound Healing Models

Physics-Informed Neural Networks for Biological 2D+t Reaction-Diffusion Systems

Physics-Informed Neural Networks for Biological $2 D + t$ Reaction-Diffusion Systems