John Nardini

John Nardini

College of New Jersey - Ewing / United States
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 5700783
-
person_outline John Nardini's MOST POPULAR ARTICLES
1-) Biologically-informed neural networks guide mechanistic modeling from sparse experimental dataJH Lagergren, JT Nardini, RE Baker, MJ Simpson, KB FloresPLoS computational biology 16 (12), e1008462, 2020902020
2-) Learning partial differential equations for biological transport models from noisy spatio-temporal dataJH Lagergren, JT Nardini, G Michael Lavigne, EM Rutter, KB FloresProceedings of the Royal Society A 476 (2234), 20190800, 2020822020
3-) Learning differential equation models from stochastic agent-based model simulationsJT Nardini, RE Baker, MJ Simpson, KB FloresJournal of the Royal Society Interface 18 (176), 20200987, 2021642021
4-) Modeling keratinocyte wound healing dynamics: cell–cell adhesion promotes sustained collective migrationJT Nardini, DA Chapnick, X Liu, DM BortzJournal of theoretical biology 400, 103-117, 2016642016
5-) Analyzing collective motion with machine learning and topologyD Bhaskar, A Manhart, J Milzman, JT Nardini, KM Storey, CM Topaz, ...Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (12), 2019542019