Ioannis G. Kevrekidis
Johns Hopkins University(US)Johns Hopkins Medicine(US)
Publications by Year
Research Areas
Model Reduction and Neural Networks, Nonlinear Dynamics and Pattern Formation, Advanced Mathematical Modeling in Engineering, Theoretical and Computational Physics, Neural Networks and Applications
Most-Cited Works
- → Physics-informed machine learning(2021)5,799 cited
- → Diffusion maps, spectral clustering and reaction coordinates of dynamical systems(2006)1,005 cited
- → High-entropy nanoparticles: Synthesis-structure-property relationships and data-driven discovery(2022)906 cited
- → Equation-Free, Coarse-Grained Multiscale Computation: Enabling Mocroscopic Simulators to Perform System-Level Analysis(2003)786 cited
- → Extended dynamic mode decomposition with dictionary learning: A data-driven adaptive spectral decomposition of the Koopman operator(2017)424 cited
- → Equation‐free: The computer‐aided analysis of complex multiscale systems(2004)365 cited