Nikolaos Evangelou

Nikolaos Evangelou

Johns Hopkins University - Baltimore / United States
Engineering & Technology / Chemical Engineering
AD Scientific Index ID: 5223484
person_outline Nikolaos Evangelou's MOST POPULAR ARTICLES
1-) Learning effective stochastic differential equations from microscopic simulations: Linking stochastic numerics to deep learningF Dietrich, A Makeev, G Kevrekidis, N Evangelou, T Bertalan, S Reich, ...Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (2), 2023322023
2-) Double diffusion maps and their latent harmonics for scientific computations in latent spaceN Evangelou, F Dietrich, E Chiavazzo, D Lehmberg, M Meila, ...Journal of Computational Physics 485, 112072, 2023122023
3-) Machine learning-assisted crystal engineering of a zeoliteX Li, H Han, N Evangelou, NJ Wichrowski, P Lu, W Xu, SJ Hwang, ...Nature communications 14 (1), 3152, 202372023
4-) On the parameter combinations that matter and on those that do not: data-driven studies of parameter (non) identifiabilityN Evangelou, NJ Wichrowski, GA Kevrekidis, F Dietrich, M Kooshkbaghi, ...PNAS nexus 1 (4), pgac154, 2022132022
5-) From partial data to out-of-sample parameter and observation estimation with diffusion maps and geometric harmonicsED Koronaki, N Evangelou, YM Psarellis, AG Boudouvis, IG KevrekidisComputers & Chemical Engineering 178, 108357, 2023112023