George A. Kevrekidis

Reaction-diffusion spatial modeling of COVID-19: Greece and Andalusia as case examples

P. G. Kevrekidis, Jesús Cuevas–Maraver, Yannis Drossinos et al. · Physical review. E · 2021 · 51 citations · Full text

Learning effective stochastic differential equations from microscopic simulations: Linking stochastic numerics to deep learning

Felix Dietrich, Alexei G. Makeev, George A. Kevrekidis et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2023 · 38 citations · Full text

Numerical Analysis, Engineering, Machine Learning +19

Lockdown measures and their impact on single- and two-age-structured epidemic model for the COVID-19 outbreak in Mexico

J. Cuevas-Maraver, P. G. Kevrekidis, Q.Y. Chen et al. · Mathematical Biosciences · 2021 · 24 citations · Full text

Two-age-structured Epidemic Model, Infectious Disease Modeling, Infectious Disease Modelling +10

On the parameter combinations that matter and on those that do not: data-driven studies of parameter (non)identifiability

Nikolaos Evangelou, Noah J. Wichrowski, George A. Kevrekidis et al. · PNAS Nexus · 2022 · 13 citations · Full text

Learning effective stochastic differential equations from microscopic simulations: combining stochastic numerics and deep learning.

Felix Dietrich, Alexei G. Makeev, George A. Kevrekidis et al. · 2021 · 12 citations

Numerical Analysis, Engineering, Machine Learning +20