Konstantin Mischaikow

Rutgers, The State University of New Jersey — United States

Computer Science · Physical Sciences

47h-index7.6kcitations265works0.42yr avg
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Research Topics

Topological and Geometric Data Analysis(70), Quantum chaos and dynamical systems(43), Nonlinear Dynamics and Pattern Formation(39), Gene Regulatory Network Analysis(38), Mathematical Dynamics and Fractals(30)

Publications265 total

Revealing Dengue Dynamics: A Novel Bin-Wise Gaussian Process Model for Probabilistic Forecasting
2025Open Access
Revealing Dengue Dynamics: A Novel Bin-Wise Gaussian Process Model for Probabilistic Forecasting
2025Open Access
Data-driven Identification of Attractors Using Machine Learning
arXiv (Cornell University)·2025Open Access
Cycling signatures: Identifying cycling motions in time series using algebraic topology
Journal of Computational Dynamics·2025Open Access
Global Dynamics of Ordinary Differential Equations: Wall Labelings, Conley Complexes, and Ramp Systems
arXiv (Cornell University)·2024Open Access
Morse Predecomposition of an Invariant Set
Qualitative Theory of Dynamical Systems·2024· 1 citedOpen Access
MORALS: Analysis of High-Dimensional Robot Controllers via Topological Tools in a Latent Space
2024· 1 cited
Identifying Nonlinear Dynamics with High Confidence from Sparse Data
SIAM Journal on Applied Dynamical Systems·2024· 1 citedOpen Access
Morse predecomposition of an ivariant set
arXiv (Cornell University)·2023Open Access
Computing the Conley Index: A Cautionary Tale
SIAM Journal on Applied Algebra and Geometry·2023· 3 cited
Cycling Signatures: Identifying Cycling Motions in Time Series using Algebraic Topology
arXiv (Cornell University)·2023Open Access
${\tt MORALS}$: Analysis of High-Dimensional Robot Controllers via Topological Tools in a Latent Space
arXiv (Cornell University)·2023Open Access
Inferring Long-term Dynamics of Ecological Communities Using Combinatorics
arXiv (Cornell University)·2023Open Access
Data-Efficient Characterization of the Global Dynamics of Robot Controllers with Confidence Guarantees
2023· 3 cited
Computing the Conley Index: a Cautionary Tale
arXiv (Cornell University)·2023Open Access
Conditioned Wiener processes as nonlinearities: A rigorous probabilistic analysis of dynamics
Journal of Computational Dynamics·2023Open Access
Robustness and reproducibility of simple and complex synthetic logic circuit designs using a DBTL loop
Synthetic Biology·2023· 14 citedOpen Access
Morse Graphs: Topological Tools for Analyzing the Global Dynamics of Robot Controllers
Springer proceedings in advanced robotics·2022· 7 cited
Experimental guidance for discovering genetic networks through hypothesis reduction on time series
PLoS Computational Biology·2022· 3 citedOpen Access
Data-Efficient Characterization of the Global Dynamics of Robot Controllers with Confidence Guarantees
arXiv (Cornell University)·2022Open Access
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Frequent Co-authors

Marian Mrożek(8), V. Hutson(7), Miroslav Kramár(7), Marcio Gameiro(5), Paweł Pilarczyk(4), Arnaud Goullet(4), Lou Kondic(4), William D. Kalies(4), Eugene Zhang(3), Vidit Nanda(3), Sarah Day(3), Thomas Wanner(3), Shaun Harker(3), Y. Lou(3), Greg Turk(2), Andrzej Szymczak(2), Yasuaki Hiraoka(2), Jean‐Philippe Lessard(2), Guoning Chen(2), Robert S. Laramee(2)