Ioannis Kevrekidis
Johns Hopkins University
H-index: 86
North America-United States
Top articles of Ioannis Kevrekidis
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
On-manifold projected gradient descent | Frontiers in Computer Science | Aaron Mahler Tyrus Berry Tom Stephens Harbir Antil Michael Merritt | 2024/2/14 |
A recursively recurrent neural network (R2N2) architecture for learning iterative algorithms | SIAM Journal on Scientific Computing | Danimir T Doncevic Alexander Mitsos Yue Guo Qianxiao Li Felix Dietrich | 2024/4/30 |
Polynomial Chaos Expansions on Principal Geodesic Grassmannian Submanifolds for Surrogate Modeling and Uncertainty Quantification | arXiv preprint arXiv:2401.16683 | Dimitris G Giovanis Dimitrios Loukrezis Ioannis G Kevrekidis Michael D Shields | 2024/1/30 |
Data-driven and physics informed modeling of Chinese Hamster Ovary cell bioreactors | Computers & Chemical Engineering | Tianqi Cui Tom Bertalan Nelson Ndahiro Pratik Khare Michael Betenbaugh | 2024/4/1 |
Staggered grids for multidimensional multiscale modelling | Computers & Fluids | J Divahar Anthony J Roberts Trent W Mattner Judith E Bunder Ioannis G Kevrekidis | 2024/3/15 |
Intelligent Attractors for Singularly Perturbed Dynamical Systems | arXiv preprint arXiv:2402.15839 | Daniel A Serino Allen Alvarez Loya JW Burby Ioannis G Kevrekidis Qi Tang | 2024/2/24 |
Nonlinear Discrete-Time Observers with Physics-Informed Neural Networks | arXiv preprint arXiv:2402.12360 | Hector Vargas Alvarez Gianluca Fabiani Ioannis G Kevrekidis Nikolaos Kazantzis Constantinos Siettos | 2024/2/19 |
Nonlinear dimensionality reduction then and now: AIMs for dissipative PDEs in the ML era | Journal of Computational Physics | Eleni D Koronaki Nikolaos Evangelou Cristina P Martin-Linares Edriss S Titi Ioannis G Kevrekidis | 2024/6/1 |
Two novel families of multiscale staggered patch schemes efficiently simulate large-scale, weakly damped, linear waves | Computer Methods in Applied Mechanics and Engineering | J Divahar Anthony J Roberts Trent W Mattner Judith E Bunder Ioannis G Kevrekidis | 2023/8/1 |
Locating saddle points using gradient extremals on manifolds adaptively revealed as point clouds | Chaos: An Interdisciplinary Journal of Nonlinear Science | A Georgiou H Vandecasteele JM Bello-Rivas I Kevrekidis | 2023/12/1 |
Equation-Free Computations as DDDAS Protocols for Bifurcation Studies: A Granular Chain Example MO Williams, YM Psarellis, D. Pozharskiy, C. Chong, F. Li, J. Yang | Handbook of Dynamic Data Driven Applications Systems: Volume 2 | PG Kevrekidis IG Kevrekidis | 2023/9/14 |
On equivalent optimization of machine learning methods | arXiv preprint arXiv:2302.09160 | William T Redman Juan M Bello-Rivas Maria Fonoberova Ryan Mohr Ioannis G Kevrekidis | 2023/2/17 |
Data-driven control of agent-based models: An equation/variable-free machine learning approach | Journal of Computational Physics | Dimitrios G Patsatzis Lucia Russo Ioannis G Kevrekidis Constantinos Siettos | 2023/4/1 |
Learning Parametric Koopman Decompositions for Prediction and Control | arXiv preprint arXiv:2310.01124 | Yue Guo Milan Korda Ioannis G Kevrekidis Qianxiao Li | 2023/10/2 |
Machine learning-assisted crystal engineering of a zeolite | Nature communications | Xinyu Li He Han Nikolaos Evangelou Noah J Wichrowski Peng Lu | 2023/5/31 |
Double diffusion maps and their latent harmonics for scientific computations in latent space | Journal of Computational Physics | Nikolaos Evangelou Felix Dietrich Eliodoro Chiavazzo Daniel Lehmberg Marina Meila | 2023/7/15 |
Tipping Points of Evolving Epidemiological Networks: Machine Learning-Assisted, Data-Driven Effective Modeling | arXiv preprint arXiv:2311.00797 | Nikolaos Evangelou Tianqi Cui Juan M Bello-Rivas Alexei Makeev Ioannis G Kevrekidis | 2023/11/1 |
Black and gray box learning of amplitude equations: Application to phase field systems | Physical Review E | Felix P Kemeth Sergio Alonso Blas Echebarria Ted Moldenhawer Carsten Beta | 2023/2/16 |
Implementation and (Inverse Modified) Error Analysis for implicitly-templated ODE-nets | arXiv preprint arXiv:2303.17824 | Aiqing Zhu Tom Bertalan Beibei Zhu Yifa Tang Ioannis G Kevrekidis | 2023/3/31 |
Some of the variables, some of the parameters, some of the times, with some physics known: Identification with partial information | Computers & Chemical Engineering | Saurabh Malani Tom S Bertalan Tianqi Cui José L Avalos Michael Betenbaugh | 2023/10/1 |
