George Mason University - Electrical Comp. Engineering
Ph.D.
Dissertation Title: "Interconnections of Nonlinear Systems Driven by L2 Ito Stochastic Processes"
Electrical and Computer Engineering
M.Sc. in Mathematics with Mention in Stochastic Processes
Thesis Title: "Racionalidad de la Composicion de Funcionales de Entrada/Salida Alimentada por un Proceso Wiener"
Mathematics with Mention in Stochastic Processes
B.S.
Physics
Matlab
Algorithms
Numerical Analysis
LaTeX
Simulink
Neural Networks
Data Analysis
Image Processing
University Teaching
Machine Learning
Stochastic Processes
Signal Processing
Theory
Control Theory
Simulations
Pattern Recognition
Mathematical Modeling
Duffaut Espinosa
Luis A.
Duffaut Espinosa
George Mason University
University of Vermont
Old Dominion University
University of New South Wales
Johns Hopkins University
International potato Center (CIP)
Burlington
Vermont Area
Assistant Professor
University of Vermont
Performed research on stochastic systems. Specifically
nonlinear operators driven by stochastic processes. The research was sponsored by grants from the National Science Foundation
NASA Langley Research Center
and Old Dominion University.\n\nDeveloped a framework under which global and local convergence of Fliess operators is set forth. This characterized non-recursive interconnections of nonlinear systems driven by stochastic processes. The main theoretical tool for this research was the theory of noncommutative formal power series.
Old Dominion University
Assistant Researcher - Natural Resources Management Division
Performed research on multifractal image processing techniques. Specifically
a fractal dimension is assigned to each element in a set using a box-counting algorithm. This multifractal dimension was then used as a textural characteristic in an image processing algorithm that employed a neural network as a classifier. The research was sponsored partially by the Consultative Group on International Agricultural Research (CGIAR).
International potato Center (CIP)
University of New South Wales
Research Associate
Canberra
Australia
George Mason University
Postdoctoral Fellow
Johns Hopkins University
University of Vermont
Burlington
Vermont Area
Research Assistant Professor
Performing simulation of stochastic nonlinear input-output systems and preparing journal paper publications.
Old Dominion University
Spanish