Ioannis G. Kevrekidis
0000-0003-2220-3522
Publication & Citation Trends
Publications
632 total
Active learning of ternary alloy structures and energies OA
Cited by 14
Semantic Scholar
Nonlinear Discrete-Time Observers with Physics-Informed Neural Networks OA
Cited by 20
Semantic Scholar
Some of the variables, some of the parameters, some of the times, with some physics known: Identification with partial information OA
Cited by 7
Semantic Scholar
Nonlinear dimensionality reduction then and now: AIMs for dissipative PDEs in the ML era
Cited by 13
Semantic Scholar
Machine Learning for the identification of phase-transitions in interacting agent-based systems
Cited by 0
Semantic Scholar
Gentlest ascent dynamics on manifolds defined by adaptively sampled point-clouds OA
Cited by 6
Semantic Scholar
Statistical Learning for Nonlinear Model Reduction from Local Simulations of Stochastic and Particle- and Agent-Based Systems OA
Cited by 0
Semantic Scholar
Writing the Programs of Programmable Catalysis OA
Cited by 17
Semantic Scholar
Research Topics
Model Reduction and Neural Networks
(121)
Nonlinear Dynamics and Pattern Formation
(101)
Advanced Mathematical Modeling in Engineering
(70)
Theoretical and Computational Physics
(53)
Neural Networks and Applications
(51)
Affiliations
Rutgers, The State University of New Jersey
University of Southern California
California Institute of Technology
Oak Ridge National Laboratory
National Institutes of Health