Konstantin Mischaikow

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 27

Top Topics

High Confidence

Computational Framework

Top Venues

SIAM J. Appl. Dyn. Syst.

PLoS Comput. Biol.

J. Appl. Comput. Topol.

Publications

Bogdan Batko, Marcio Gameiro, Ying Hung, William D. Kalies, Konstantin Mischaikow, Ewerton R. Vieira
Identifying Nonlinear Dynamics with High Confidence from Sparse Data. SIAM J. Appl. Dyn. Syst. 23 (1) (2024)
Ewerton R. Vieira, Aravind Sivaramakrishnan, Sumanth Tangirala, Edgar Granados, Konstantin Mischaikow, Kostas E. Bekris
MORALS: Analysis of High-Dimensional Robot Controllers via Topological Tools in a Latent Space. ICRA (2024)
Konstantin Mischaikow, Charles Weibel
Computing the Conley Index: A Cautionary Tale. SIAM J. Appl. Algebra Geom. 7 (4) (2023)
Ewerton R. Vieira, Aravind Sivaramakrishnan, Yao Song, Edgar Granados, Marcio Gameiro, Konstantin Mischaikow, Ying Hung, Kostas E. Bekris
Data-Efficient Characterization of the Global Dynamics of Robot Controllers with Confidence Guarantees. ICRA (2023)
Ewerton R. Vieira, Aravind Sivaramakrishnan, Sumanth Tangirala, Edgar Granados, Konstantin Mischaikow, Kostas E. Bekris
MORALS: Analysis of High-Dimensional Robot Controllers via Topological Tools in a Latent Space. CoRR (2023)
Ewerton R. Vieira, Edgar Granados, Aravind Sivaramakrishnan, Marcio Gameiro, Konstantin Mischaikow, Kostas E. Bekris
Morse Graphs: Topological Tools for Analyzing the Global Dynamics of Robot Controllers. WAFR (2022)
Ewerton R. Vieira, Edgar Granados, Aravind Sivaramakrishnan, Marcio Gameiro, Konstantin Mischaikow, Kostas E. Bekris
Morse Graphs: Topological Tools for Analyzing the Global Dynamics of Robot Controllers. CoRR (2022)
Bree Cummins, Marcio Gameiro, Tomás Gedeon, Shane Kepley, Konstantin Mischaikow, Lun Zhang
Extending Combinatorial Regulatory Network Modeling to Include Activity Control and Decay Modulation. SIAM J. Appl. Dyn. Syst. 21 (3) (2022)
Shane Kepley, Konstantin Mischaikow, Elena Queirolo
Global analysis of regulatory network dynamics: equilibria and saddle-node bifurcations. CoRR (2022)
Ewerton R. Vieira, Aravind Sivaramakrishnan, Yao Song, Edgar Granados, Marcio Gameiro, Konstantin Mischaikow, Ying Hung, Kostas E. Bekris
Data-Efficient Characterization of the Global Dynamics of Robot Controllers with Confidence Guarantees. CoRR (2022)
Breschine Cummins, Francis C. Motta, Robert C. Moseley, Anastasia Deckard, Sophia Campione, Marcio Gameiro, Tomás Gedeon, Konstantin Mischaikow, Steven B. Haase
Experimental guidance for discovering genetic networks through hypothesis reduction on time series. PLoS Comput. Biol. 18 (10) (2022)
Mohammed Eslami, Hamed Eramian, Marcio Gameiro, William D. Kalies, Konstantin Mischaikow
Extracting Global Dynamics of Loss Landscape in Deep Learning Models. CoRR (2021)
William D. Kalies, Tomás Gedeon, Hiroshi Kokubu, Konstantin Mischaikow, Hiroe Oka
Equilibria and their Stability in Networks with Steep Sigmoidal Nonlinearities. SIAM J. Appl. Dyn. Syst. 20 (4) (2021)
Marcio Gameiro, Tomás Gedeon, Shane Kepley, Konstantin Mischaikow
Rational design of complex phenotype via network models. PLoS Comput. Biol. 17 (7) (2021)
Rocky Diegmiller, Lun Zhang, Marcio Gameiro, Justinn Barr, Jasmin Imran Alsous, Paul Schedl, Stanislav Y. Shvartsman, Konstantin Mischaikow
Mapping parameter spaces of biological switches. PLoS Comput. Biol. 17 (2) (2021)
Shane Kepley, Konstantin Mischaikow, Lun Zhang
Computing Linear Extensions for Polynomial Posets Subject to Algebraic Constraints. SIAM J. Appl. Algebra Geom. 5 (2) (2021)
Shaun Harker, Konstantin Mischaikow, Kelly Spendlove
A computational framework for connection matrix theory. J. Appl. Comput. Topol. 5 (3) (2021)
Bogdan Batko, Konstantin Mischaikow, Marian Mrozek, Mateusz Przybylski
Conley Index Approach to Sampled Dynamics. SIAM J. Appl. Dyn. Syst. 19 (1) (2020)
Jacek Cyranka, Konstantin Mischaikow, Charles Weibel
Contractibility of a persistence map preimage. J. Appl. Comput. Topol. 4 (4) (2020)
Shaun Harker, Miroslav Kramár, Rachel Levanger, Konstantin Mischaikow
A comparison framework for interleaved persistence modules. J. Appl. Comput. Topol. 3 (1-2) (2019)
Tomás Gedeon, Bree Cummins, Shaun Harker, Konstantin Mischaikow
Identifying robust hysteresis in networks. PLoS Comput. Biol. 14 (4) (2018)
Bree Cummins, Tomás Gedeon, Shaun Harker, Konstantin Mischaikow
Model Rejection and Parameter Reduction via Time Series. SIAM J. Appl. Dyn. Syst. 17 (2) (2018)
Bree Cummins, Tomás Gedeon, Shaun Harker, Konstantin Mischaikow
Database of Dynamic Signatures Generated by Regulatory Networks (DSGRN). CMSB (2017)
Paul M. Alsing, Howard A. Blair, Matthew Corne, Gordon Jones, Warner A. Miller, Konstantin Mischaikow, Vidit Nanda
Topological Signals of Singularities in Ricci Flow. Axioms 6 (3) (2017)
Justin Bush, Wes Cowan, Shaun Harker, Konstantin Mischaikow
Conley-Morse Databases for the Angular Dynamics of Newton's Method on the Plane. SIAM J. Appl. Dyn. Syst. 15 (2) (2016)
Bree Cummins, Tomás Gedeon, Shaun Harker, Konstantin Mischaikow, Kafung Mok
Combinatorial Representation of Parameter Space for Switching Networks. SIAM J. Appl. Dyn. Syst. 15 (4) (2016)
William D. Kalies, Konstantin Mischaikow, Robert C. A. M. Vandervorst
Lattice Structures for Attractors II. Found. Comput. Math. 16 (5) (2016)
Justin Bush, Konstantin Mischaikow
Coarse Dynamics for Coarse Modeling: An Example From Population Biology. Entropy 16 (6) (2014)
Dane Taylor, Florian Klimm, Heather A. Harrington, Miroslav Kramár, Konstantin Mischaikow, Mason A. Porter, Peter J. Mucha
Complex contagions on noisy geometric networks. CoRR (2014)
Shaun Harker, Konstantin Mischaikow, Marian Mrozek, Vidit Nanda
Discrete Morse Theoretic Algorithms for Computing Homology of Complexes and Maps. Found. Comput. Math. 14 (1) (2014)
Jason D. Mireles-James, Konstantin Mischaikow
Rigorous A Posteriori Computation of (Un)Stable Manifolds and Connecting Orbits for Analytic Maps. SIAM J. Appl. Dyn. Syst. 12 (2) (2013)
Konstantin Mischaikow, Vidit Nanda
Morse Theory for Filtrations and Efficient Computation of Persistent Homology. Discret. Comput. Geom. 50 (2) (2013)
Jan Bouwe van den Berg, Jason D. Mireles-James, Jean-Philippe Lessard, Konstantin Mischaikow
Rigorous Numerics for Symmetric Connecting Orbits: Even Homoclinics of the Gray-Scott Equation. SIAM J. Math. Anal. 43 (4) (2011)
Jesse Berwald, Tomás Gedeon, Konstantin Mischaikow
Modeling Complexity of Physiological Time Series In-Silico. BIOSIGNALS (2010)
Jan Bouwe van den Berg, Jean-Philippe Lessard, Konstantin Mischaikow
Global smooth solution curves using rigorous branch following. Math. Comput. 79 (271) (2010)
Zin Arai, William D. Kalies, Hiroshi Kokubu, Konstantin Mischaikow, Hiroe Oka, Pawel Pilarczyk
A Database Schema for the Analysis of Global Dynamics of Multiparameter Systems. SIAM J. Appl. Dyn. Syst. 8 (3) (2009)
Marcio Gameiro, Jean-Philippe Lessard, Konstantin Mischaikow
Validated continuation over large parameter ranges for equilibria of PDEs. Math. Comput. Simul. 79 (4) (2008)
Guoning Chen, Konstantin Mischaikow, Robert S. Laramee, Eugene Zhang
Efficient Morse Decompositions of Vector Fields. IEEE Trans. Vis. Comput. Graph. 14 (4) (2008)
Guoning Chen, Konstantin Mischaikow, Robert S. Laramee, Pawel Pilarczyk, Eugene Zhang
Vector Field Editing and Periodic Orbit Extraction Using Morse Decomposition. IEEE Trans. Vis. Comput. Graph. 13 (4) (2007)
Stanislaus Maier-Paape, Konstantin Mischaikow, Thomas Wanner
Structure of the Attractor of the Cahn-hilliard equation on a Square. Int. J. Bifurc. Chaos 17 (4) (2007)
Sarah Day, Jean-Philippe Lessard, Konstantin Mischaikow
Validated Continuation for Equilibria of PDEs. SIAM J. Numer. Anal. 45 (4) (2007)
Zin Arai, Konstantin Mischaikow
Rigorous Computations of Homoclinic Tangencies. SIAM J. Appl. Dyn. Syst. 5 (2) (2006)
Andrzej Szymczak, Arthur E. Stillman, Allen R. Tannenbaum, Konstantin Mischaikow
Coronary vessel trees from 3D imagery: A topological approach. Medical Image Anal. 10 (4) (2006)
Marc Niethammer, William D. Kalies, Konstantin Mischaikow, Allen R. Tannenbaum
On the detection of simple points in higher dimensions using cubical homology. IEEE Trans. Image Process. 15 (8) (2006)
Eugene Zhang, Konstantin Mischaikow, Greg Turk
Vector field design on surfaces. ACM Trans. Graph. 25 (4) (2006)
William D. Kalies, Konstantin Mischaikow, Robert C. A. M. Vandervorst
An Algorithmic Approach to Chain Recurrence. Found. Comput. Math. 5 (4) (2005)
Andrzej Szymczak, Allen R. Tannenbaum, Konstantin Mischaikow
Coronary vessel cores from 3D imagery: a topological approach. Medical Imaging: Image Processing (2005)
Eugene Zhang, Konstantin Mischaikow, Greg Turk
Feature-based surface parameterization and texture mapping. ACM Trans. Graph. 24 (1) (2005)
Sarah Day, Yasuaki Hiraoka, Konstantin Mischaikow, Toshiyuki Ogawa
Rigorous Numerics for Global Dynamics: A Study of the Swift-Hohenberg Equation. SIAM J. Appl. Dyn. Syst. 4 (1) (2005)
Konstantin Mischaikow, Marian Mrozek, Pawel Pilarczyk
Graph Approach to the Computation of the Homology of Continuous Maps. Found. Comput. Math. 5 (2) (2005)
Sarah Day, Oliver Junge, Konstantin Mischaikow
A Rigorous Numerical Method for the Global Analysis of Infinite-Dimensional Discrete Dynamical Systems. SIAM J. Appl. Dyn. Syst. 3 (2) (2004)
Vivian Hutson, Yuan Lou, Konstantin Mischaikow, Peter Polácik
Competing Species near a Degenerate Limit. SIAM J. Math. Anal. 35 (2) (2003)
Konstantin Mischaikow, Pawel Pilarczyk, William D. Kalies, Marc Niethammer, Andrew Stein, Allen R. Tannenbaum
Analysis of blood vessel topology by cubical homology. ICIP (2) (2002)
Piotr Zgliczynski, Konstantin Mischaikow
Rigorous Numerics for Partial Differential Equations: The Kuramoto-Sivashinsky Equation. Found. Comput. Math. 1 (3) (2001)
Madjid Allili, Konstantin Mischaikow, Allen R. Tannenbaum
Cubical homology and the topological classification of 2D and 3D imagery. ICIP (2) (2001)
Konstantin Mischaikow, Marian Mrozek
Chaos in the Lorenz equations: A computer assisted proof. Part II: Details. Math. Comput. 67 (223) (1998)