Laura Munoz Headshot

Laura Munoz

Assistant Professor

School of Mathematical Sciences
College of Science

585-475-2523
Office Hours
Fall 2021: MTWR 10:00-11:00am on Zoom
Office Location

Laura Munoz

Assistant Professor

School of Mathematical Sciences
College of Science

Education

BS, California Institute of Technology; Ph.D., University of California at Berkeley

585-475-2523

Areas of Expertise

Select Scholarship

Published Conference Proceedings
Munoz, Laura and Christopher Beam. "State Estimation for Cardiac Action Potential Dynamics: A Comparison of Linear and Nonlinear Kalman Filters." Proceedings of the Computing in Cardiology, September 2020. Ed. Christine Pickett. Rimini, Italy: n.p., 2020. Web.
Munoz, Laura M. and Niels F. Otani. "Kalman Filter Based Estimation of Ionic Concentrations and Gating Variables in a Cardiac Myocyte Model." Proceedings of the Computing in Cardiology Conference, Zaragoza, Spain, September 22-25, 2013. Ed. Alan Murray. Zaragoza, ES: Computing in Cardiology, Print.
Journal Paper
Guzman, Anthony, et al. "Observability Analysis and State Observer Design for a Cardiac Ionic Cell Model." Computers in Biology and Medicine 125. (2020): 103910. Web.
Munoz, Laura, et al. "Discordant Alternans Mechanism for Initiation of Ventricular Fibrillation In Vitro." Journal of the American Heart Association 7. (2018): e007898. Web.
Invited Keynote/Presentation
Munoz, Laura. "State Estimation for Cardiac Action Potential Dynamics: A Comparison of Linear and Nonlinear Kalman Filters." Computing in Cardiology. Computing in Cardiology. Rimini, Italy. 15 Sep. 2020. Conference Presentation.
Munoz, Laura. "Observability Analysis and Estimator Design for a Cardiac Cell Model." Dynamics Days. Dynamics Days. Denver, CO. 6 Jan. 2018. Conference Presentation.
Munoz, Laura. "Control, Estimation, and Modeling of Cardiac Action Potential Dynamics." Kavli Institute for Theoretical Physics: Integrative Cardiac Dynamics Program. University of California, Santa Barbara. Santa Barbara, CA. 2 Jul. 2018. Conference Presentation.
Munoz, Laura. "Controllability Analysis of a Cardiac Cell Model." Society for Industrial and Applied Mathematics (SIAM) Conference on the Life Sciences. SIAM. Minneapolis, MN. 8 Aug. 2018. Conference Presentation.
Munoz, Laura. "Modeling and Estimation of Dynamical Variables in a Cardiac Cell Model." Society for Industrial and Applied Mathematics (SIAM) Conference on Dynamical Systems. SIAM. Snowbird, UT. 25 May 2017. Conference Presentation.
Munoz, Laura. "Applications of a Mathematical Model of Cardiac Action Potential Dynamics." Mathematical Association of America Seaway Section Spring Meeting. Mathematical Association of America (MAA). Geneseo, NY. 16 Apr. 2016. Conference Presentation.
Munoz, Laura. "Estimation of Dynamical Variables in a Cardiac Myocyte Model." Society for Industrial and Applied Mathematics Conference on the Life Sciences. Society for Industrial and Applied Mathematics (SIAM). Boston, MA. 12 Jul. 2016. Conference Presentation.
Munoz, Laura. "Data Reconstruction Algorithms for Cardiac Action Potential Dynamics." RIT Grant Writers’ Boot Camp Poster Session. RIT. Rochester, NY. 17 Nov. 2015. Conference Presentation.
Munoz, Laura M. "Predicting Arrhythmias with a Nonlinear Cardiac Fiber Model." Society for Industrial and Applied Mathematics (SIAM) Conference on the Life Sciences. SIAM. Charlotte, NC. 6 Aug. 2014. Conference Presentation.
Munoz, Laura M. "Forecasting Cardiac Arrhythmias with a One-Dimensional Fiber Model." Dynamics Days. Georgia Institute of Technology. Atlanta, GA. 1 Jan. 2014. Conference Presentation.
Munoz, Laura M. "Predicting Cardiac Arrhythmias with a One-dimensional Fiber Model." Upstate New York Cardiac Electrophysiology Society Annual Meeting. University at Buffalo - SUNY. Buffalo, NY. 3 Nov. 2014. Conference Presentation.
Munoz, Laura M. "Cardiac Arrhythmia Prediction Using a 1D Dynamical Model." Society for Industrial and Applied Mathematics (SIAM) Conference on Applications of Dynamical Systems. SIAM. Snowbird, UT. 21 May 2013. Conference Presentation.
Munoz, Laura M. "Kalman Filter Based Estimation of Ionic Concentrations and Gating Variables in a Cardiac Myocyte Model." Computing in Cardiology Conference. Computing in Cardiology. Zaragoza, ES. 23 Sep. 2013. Conference Presentation.
Munoz, Laura M. "Predicting Cardiac Arrhythmias with a 1D Nonlinear Dynamical Model." 4th New York Conference on Applied Mathematics (NYCAM). Cornell University. Ithaca, NY. 9 Nov. 2013. Conference Presentation.

Currently Teaching

MATH-791
0 Credits
Continuation of Thesis
MATH-326
3 Credits
This course provides an introduction to boundary value problems. Topics include Fourier series, separation of variables, Laplace's equation, the heat equation, and the wave equation in Cartesian and polar coordinate systems.
MATH-381
3 Credits
This course covers the algebra of complex numbers, analytic functions, Cauchy-Riemann equations, complex integration, Cauchy's integral theorem and integral formulas, Taylor and Laurent series, residues, and the calculation of real-valued integrals by complex-variable methods.
MATH-790
0 - 9 Credits
Masters-level research by the candidate on an appropriate topic as arranged between the candidate and the research advisor.
MATH-233
4 Credits
This is an introductory course in linear algebra and ordinary differential equations in which a scientific computing package is used to clarify mathematical concepts, visualize problems, and work with large systems. The course covers matrix algebra, the basic notions and techniques of ordinary differential equations with constant coefficients, and the physical situation in which they arise.
MATH-495
1 - 3 Credits
This course is a faculty-directed project that could be considered original in nature. The level of work is appropriate for students in their final two years of undergraduate study.
MATH-498
1 - 3 Credits
This course is a faculty-guided investigation into appropriate topics that are not part of the curriculum.