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Ioannis G. Kevrekidis

Identifiers

  • name variant Ioannis G. Kevrekidis 0.60 · backfill

Papers (80)

  1. Learning to Choose: An Empowerment-Guided Multi-Agent System with semantic communication for Adaptive Method Selection cs.AI · 2026 · author #4
  2. Dictionary learning for Kernel EDMD math.DS · 2026 · author #4
  3. Equation-Free Coarse Control of Distributed Parameter Systems via Local Neural Operators eess.SY · 2025 · author #3
  4. Invariant Manifolds of Discrete-time Dynamical Systems with Nonlinear Exosystems via Hybrid Physics-Informed Neural Networks math.NA · 2025 · author #3
  5. A geometric approach to the transport of discontinuous densities physics.data-an · 2019 · author #3
  6. Linking Gaussian Process regression with data-driven manifold embeddings for nonlinear data fusion stat.ML · 2018 · author #4
  7. Some manifold learning considerations towards explicit model predictive control math.OC · 2018 · author #4
  8. Manifold learning for parameter reduction math.DS · 2018 · author #6
  9. An Emergent Space for Distributed Data with Hidden Internal Order through Manifold Learning physics.data-an · 2017 · author #10
  10. Extended dynamic mode decomposition with dictionary learning: a data-driven adaptive spectral decomposition of the Koopman operator math.DS · 2017 · author #4
  11. Coarse-Grained Descriptions of Dynamics for Networks with both Intrinsic and Structural Heterogeneities nlin.CD · 2017 · author #5
  12. Data mining when each data point is a network cs.SI · 2016 · author #5
  13. No equations, no parameters, no variables: data, and the reconstruction of normal forms by learning informed observation geometries nlin.PS · 2016 · author #4
  14. On the sighting of unicorns: a variational approach to computing invariant sets in dynamical systems math.DS · 2016 · author #2
  15. Optimal Deterministic Algorithm Generation math.OC · 2016 · author #3
  16. Equation-free analysis of a dynamically evolving multigraph physics.data-an · 2016 · author #2
  17. Experimental Study of Nonlinear Resonances and Anti-resonances in a Forced, Ordered Granular Chain math.DS · 2016 · author #5
  18. Dimension reduction in heterogeneous neural networks: generalized Polynomial Chaos (gPC) and ANalysis-Of-VAriance (ANOVA) nlin.AO · 2016 · author #4
  19. A classification scheme for chimera states nlin.CD · 2016 · author #4
  20. Modeling Heterogeneity in Networks using Uncertainty Quantification Tools nlin.AO · 2015 · author #5
  21. Modeling epidemics on adaptively evolving networks: a data-mining perspective q-bio.QM · 2015 · author #4
  22. Parsimonious Representation of Nonlinear Dynamical Systems Through Manifold Learning: A Chemotaxis Case Study math-ph · 2015 · author #4
  23. Designing Networks: A Mixed-Integer Linear Optimization Approach math.OC · 2015 · author #3
  24. Data-Driven Reduction for Multiscale Stochastic Dynamical Systems math.DS · 2015 · author #5
  25. Data Fusion via Intrinsic Dynamic Variables: An Application of Data-Driven Koopman Spectral Analysis math.DS · 2014 · author #4
  26. A Kernel-Based Approach to Data-Driven Koopman Spectral Analysis math.DS · 2014 · author #3
  27. Coarse graining, dynamic renormalization and the kinetic theory of shock clustering nlin.AO · 2014 · author #3
  28. A Data-Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition math.DS · 2014 · author #2
  29. On the acceleration of spatially distributed agent-based computations: a patch dynamics scheme math.NA · 2014 · author #4
  30. Nonlinear Intrinsic Variables and State Reconstruction in Multiscale Simulations physics.chem-ph · 2013 · author #5
  31. Analysis of data in the form of graphs physics.data-an · 2013 · author #2
  32. Coarse-graining the dynamics of network evolution: the rise and fall of a networked society physics.soc-ph · 2012 · author #4
  33. Simulating Stochastic Inertial Manifolds by a Backward-Forward Approach math.DS · 2012 · author #3
  34. A mesoscopic model for microscale hydrodynamics and interfacial phenomena: Slip, films, and contact angle hysteresis physics.comp-ph · 2012 · author #4
  35. Multiscale analysis of collective motion and decision-making in swarms: An advection-diffusion equation with memory approach q-bio.PE · 2012 · author #3
  36. An equation-free approach to coarse-graining the dynamics of networks cs.SI · 2012 · author #4
  37. Coarse Graining the Dynamics of Heterogeneous Oscillators in Networks with Spectral Gaps cond-mat.stat-mech · 2011 · author #2
  38. Noisy dynamic simulations in the presence of symmetry: data alignment and model reduction physics.comp-ph · 2011 · author #3
  39. Manifold learning techniques and model reduction applied to dissipative PDEs physics.comp-ph · 2010 · author #4
  40. Ergodic directional switching in mobile insect groups q-bio.PE · 2010 · author #6
  41. An approach for both the computation of coarse-scale steady state solutions and initialization on a slow manifold physics.comp-ph · 2010 · author #5
  42. Analysis and Computation of a Discrete KdV-Burgers Type Equation with Fast Dispersion and Slow Diffusion math.NA · 2009 · author #3
  43. Coarse-graining the Dynamics of a Driven Interface in the Presence of Mobile Impurities: Effective Description via Diffusion Maps cond-mat.stat-mech · 2009 · author #3
  44. Exploration of Effective Potential Landscapes using Coarse Reverse Integration physics.chem-ph · 2008 · author #3
  45. Analysis of a stochastic chemical system close to a SNIPER bifurcation of its mean-field model physics.chem-ph · 2008 · author #3
  46. Equation-free implementation of statistical moment closures cond-mat.stat-mech · 2007 · author #4
  47. Robust oscillations in SIS epidemics on adaptive networks: Coarse-graining by automated moment closure nlin.AO · 2007 · author #2
  48. Periodically-forced finite networks of heterogeneous coupled oscillators: a low-dimensional approach math.DS · 2006 · author #2
  49. Variable-free exploration of stochastic models: a gene regulatory network example q-bio.QM · 2006 · author #7
  50. Heterogeneous Cell Population Dynamics: Equation-Free Uncertainty Quantification Computations q-bio.QM · 2006 · author #3
  51. Coarse molecular-dynamics analysis of stress-induced structural transitions in crystals cond-mat.mtrl-sci · 2006 · author #2
  52. Uncertainty Quantification for Atomistic Reaction Models: An Equation-Free Stochastic Simulation Algorithm Example math.DS · 2006 · author #2
  53. Projective and Coarse Projective Integration for Problems with Continuous Symmetries math.DS · 2006 · author #5
  54. Coarse Molecular-Dynamics Determination of the Onset of Structural Transitions: Melting of Crystalline Solids cond-mat.mtrl-sci · 2006 · author #2
  55. Spatially Distributed Stochastic Systems: equation-free and equation-assisted preconditioned computation q-bio.QM · 2006 · author #4
  56. Dynamics of polydisperse irreversible adsorption: a pharmacological example physics.bio-ph · 2006 · author #4
  57. Equation-Free Particle-Based Computations: Coarse Projective Integration and Coarse Dynamic Renormalization in 2D math.DS · 2005 · author #2
  58. Gene regulatory networks: a coarse-grained, equation-free approach to multiscale computation physics.bio-ph · 2005 · author #2
  59. Diffusion Maps, Spectral Clustering and Eigenfunctions of Fokker-Planck operators math.NA · 2005 · author #4
  60. Equation-free Dynamic Renormalization of a KPZ-type Equation cond-mat.stat-mech · 2005 · author #2
  61. An equation-free computational approach for extracting population-level behavior from individual-based models of biological dispersal physics.bio-ph · 2005 · author #2
  62. Core Collapse via Coarse Dynamic Renormalization astro-ph · 2005 · author #3
  63. Diffusion maps, spectral clustering and reaction coordinates of dynamical systems math.NA · 2005 · author #4
  64. Coarse Nonlinear Dynamics and Metastability of Filling-Emptying Transitions: Water in Carbon Nanotubes cond-mat.stat-mech · 2005 · author #2
  65. Patch dynamics with buffers for homogenization problems physics.comp-ph · 2004 · author #2
  66. Equation-free optimal switching policies for bistable reacting systems using coarse time-steppers math.OC · 2004 · author #2
  67. Coarse-Grained Kinetic Computations for Rare Events: Application to Micelle Formation cond-mat.soft · 2004 · author #3
  68. Coarse Grained Computations for a Micellar System cond-mat.soft · 2004 · author #3
  69. The gap-tooth scheme for homogenization problems physics.comp-ph · 2003 · author #3
  70. Equation-free modeling of evolving diseases: Coarse-grained computations with individual-based models nlin.AO · 2003 · author #4
  71. Damping factors for the gap-tooth scheme physics.comp-ph · 2003 · author #2
  72. Optimal switching policies using coarse timesteppers nlin.CG · 2003 · author #2
  73. Steady State Multiplicity in a Polymer Electrolyte Membrane Fuel Cell nlin.CD · 2003 · author #3
  74. The Gap-Tooth Method in Particle Simulations physics.class-ph · 2003 · author #3
  75. A route to computational chaos revisited: noninvertibility and the breakup of an invariant circle math.DS · 2003 · author #2
  76. Coarse Molecular Dynamics of a Peptide Fragment: Free Energy, Kinetics, and Long-Time Dynamics Computations physics.chem-ph · 2002 · author #2
  77. Deciding the Nature of the "Coarse Equation" through Microscopic Simulations: the Baby-Bathwater Scheme physics.comp-ph · 2002 · author #4
  78. Boundary processing for Monte Carlo Simulations in the Gap-Tooth Scheme physics.comp-ph · 2002 · author #2
  79. Equation-Free Multiscale Computation: enabling microscopic simulators to perform system-level tasks physics.comp-ph · 2002 · author #1
  80. Coarse Stability and Bifurcation Analysis Using Stochastic Simulators: Kinetic Monte Carlo Examples nlin.PS · 2001 · author #3

Mentions

  • 1511.07609 #5 · backfill · confidence 0.70 Ioannis G. Kevrekidis
  • 1404.7199 #4 · arxiv_oai · confidence 0.70 Ioannis G. Kevrekidis
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  • 0908.2752 #3 · arxiv_oai · confidence 0.70 Ioannis G. Kevrekidis
  • math/0506090 #4 · arxiv_oai · confidence 0.70 Ioannis G. Kevrekidis
  • math/0503445 #4 · arxiv_oai · confidence 0.70 Ioannis G. Kevrekidis
  • 1505.06118 #4 · backfill · confidence 0.70 Ioannis G. Kevrekidis
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  • 1408.4408 #2 · backfill · confidence 0.70 Ioannis G. Kevrekidis
  • 1404.7199 #4 · backfill · confidence 0.70 Ioannis G. Kevrekidis
  • 2605.30042 #4 · arxiv_oai · confidence 0.70 Ioannis G. Kevrekidis
  • 1307.7580 #5 · backfill · confidence 0.70 Ioannis G. Kevrekidis
  • 1306.3524 #2 · backfill · confidence 0.70 Ioannis G. Kevrekidis
  • 2509.23975 #3 · arxiv_oai · confidence 0.70 Ioannis G. Kevrekidis
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  • 1004.5089 #5 · backfill · confidence 0.70 Ioannis G. Kevrekidis
  • 0908.2752 #3 · backfill · confidence 0.70 Ioannis G. Kevrekidis
  • 0904.2594 #3 · backfill · confidence 0.70 Ioannis G. Kevrekidis
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  • 0807.4498 #3 · backfill · confidence 0.70 Ioannis G. Kevrekidis
  • 0704.0804 #4 · backfill · confidence 0.70 Ioannis G. Kevrekidis

Frequent Coauthors