John T Nardini

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Idiopathic Pulmonary Fibrosis

Optical Coherence Tomography

Diabetic Retinopathy

Top Venues

Microcirculation (New York, N.Y. : 1994)

Bulletin of mathematical biology

PLoS computational biology

Inverse problems

This page only lists publications with an associated author ORCID identifier.

Publications

John T Nardini
Forecasting and Predicting Stochastic Agent-Based Model Data with Biologically-Informed Neural Networks. Bulletin of mathematical biology 86 (11) (2024)
John T Nardini, Charles W J Pugh, Helen M Byrne
Statistical and topological summaries aid disease detection for segmented retinal vascular images. Microcirculation (New York, N.Y. : 1994) (2023)
John T Nardini, Charles W J Pugh, Helen M Byrne
Statistical and Topological Summaries Aid Disease Detection for Segmented Retinal Vascular Images. Microcirculation (New York, N.Y. : 1994) (2023)
John T Nardini, Bernadette J Stolz, Kevin B Flores, Heather A Harrington, Helen M Byrne
Topological data analysis distinguishes parameter regimes in the Anderson-Chaplain model of angiogenesis. PLoS computational biology 17 (6) (2021)
Dhananjay Bhaskar, Angelika Manhart, Jesse Milzman, John T Nardini, Kathleen M Storey, Chad M Topaz, Lori Ziegelmeier
Analyzing collective motion with machine learning and topology. Chaos (Woodbury, N.Y.) 29 (12) (2020)
John T Nardini, John H Lagergren, Andrea Hawkins-Daarud, Lee Curtin, Bethan Morris, Erica M Rutter, Kristin R Swanson, Kevin B Flores
Learning Equations from Biological Data with Limited Time Samples. Bulletin of mathematical biology 82 (9) (2020)
John T Nardini, David M Bortz
The influence of numerical error on parameter estimation and uncertainty quantification for advective PDE models. Inverse problems 35 (6) (2019)