Marcio Gameiro

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 19

Top Topics

High Confidence

Machine Learning

Topological Features

Top Venues

SIAM J. Appl. Dyn. Syst.

PLoS Comput. Biol.

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)
Antonio Castelo, Guilherme Nakassima, Lucas Moutinho Bueno, Marcio Gameiro
A generalized combinatorial marching hypercube algorithm. Comput. Appl. Math. 43 (3) (2024)
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)
Guilherme Nakassima, Marcio Gameiro
A framework for rigorous computational methods using Haar wavelets for differential equations. 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)
Antonio Castelo, Lucas Moutinho Bueno, Marcio Gameiro
A combinatorial marching hypercubes algorithm. Comput. Graph. 102 (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)
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)
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)
Sabrina S. Calcina, Marcio Gameiro
Parameter estimation in systems exhibiting spatially complex solutions via persistent homology and machine learning. Math. Comput. Simul. 185 (2021)
Francis Motta, John Harer, Nick Leiby, Franco Marinozzi, Scott Novotney, Gabe Rocklin, Jed Singer, Devin Strickland, Matt Vaughn, Christopher J. Tralie, Rossella Bedini, Fabiano Bini, Gilberto Bini, Hamed Eramian, Marcio Gameiro, Steven B. Haase, Hugh Haddox
Hyperparameter Optimization of Topological Features for Machine Learning Applications. ICMLA (2019)
Jordi-Lluís Figueras, Marcio Gameiro, Jean-Philippe Lessard, Rafael de la Llave
A Framework for the Numerical Computation and A Posteriori Verification of Invariant Objects of Evolution Equations. SIAM J. Appl. Dyn. Syst. 16 (2) (2017)
Marcio Gameiro, Jean-Philippe Lessard
A Posteriori Verification of Invariant Objects of Evolution Equations: Periodic Orbits in the Kuramoto-Sivashinsky PDE. SIAM J. Appl. Dyn. Syst. 16 (1) (2017)
Marcio Gameiro, Jean-Philippe Lessard, Alessandro Pugliese
Computation of Smooth Manifolds Via Rigorous Multi-parameter Continuation in Infinite Dimensions. Found. Comput. Math. 16 (2) (2016)
Marcio Gameiro, Jean-Philippe Lessard, Yann Ricaud
Rigorous numerics for piecewise-smooth systems: A functional analytic approach based on Chebyshev series. J. Comput. Appl. Math. 292 (2016)
Marcio Gameiro, Yasuaki Hiraoka, Ippei Obayashi
Continuation of Point Clouds via Persistence Diagrams. CoRR (2015)
Marcio Gameiro, Jean-Philippe Lessard
Efficient Rigorous Numerics for Higher-Dimensional PDEs via One-Dimensional Estimates. SIAM J. Numer. Anal. 51 (4) (2013)
Marcio Gameiro, Jean-Philippe Lessard
Rigorous computation of smooth branches of equilibria for the three dimensional Cahn-Hilliard equation. Numerische Mathematik 117 (4) (2011)
Marcio Gameiro, Jean-Philippe Lessard, Konstantin Mischaikow
Validated continuation over large parameter ranges for equilibria of PDEs. Math. Comput. Simul. 79 (4) (2008)