Professor Bradley's research focuses on the analysis of time-series data from complex adaptive nonlinear systems. She uses a variety of approaches, ranging from the traditional ones from nonlinear dynamics (delay reconstruction, Lyapunov exponents, etc.) to information theory and topological data analysis.
keywords
Scientific computation, nonlinear dynamics and chaos, nonlinear time-series analysis
Advances in Intelligent Data Analysis XVI.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
2017
Topology and intelligent data analysis.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
111-122.
2003
CSCI 4446 - Nonlinear Dynamics and Chaos
Primary Instructor
-
Spring 2018 / Spring 2019 / Spring 2020 / Spring 2021 / Spring 2022 / Spring 2023 / Spring 2025 / Spring 2026
Explores chaotic dynamics theoretically and through computer simulations. Covers the standard computational and analytical tools used in nonlinear dynamics and concludes with an overview of leading-edge chaos research. Topics include time and phase-space dynamics, surfaces of section, bifurcation diagrams, fractal dimension and Lyapunov exponents. Recommended prerequisites: PHYS 1120 and CSCI 3656 and (APPM 3310 or CSCI 2820 or MATH 2130 or MATH 2135 or MATH 3130 or MATH 3135). Same as CSCI 5446 and ECEN 4423 and ECEN 5423.
CSCI 4830 - Special Topics in Computer Science
Primary Instructor
-
Spring 2026
Covers topics of interest in computer science at the senior undergraduate level. Content varies from semester to semester. Only 9 credit hours from CSCI 4830 and/or CSCI 4831 can count toward Computer Science BS or BA.
CSCI 4950 - Senior Thesis
Primary Instructor
-
Fall 2018 / Spring 2019 / Fall 2021 / Spring 2022 / Fall 2024 / Spring 2025 / Fall 2025
Provides an opportunity for senior computer science majors to conduct exploratory research in computer science as an option for the capstone requirement. Department enforced prerequisites: 36 hours of Computer Science coursework including Foundation courses, Upper-Division writing, CS GPA 3.0. Department consent required, contact academic advisor for details. Senior Capstone courses are optional for BA students. BA students interested in taking this course should contact their advisor early in their major. May be repeated up to 8 total credit hours.
CSCI 5446 - Nonlinear Dynamics and Chaos
Primary Instructor
-
Spring 2018 / Spring 2019 / Spring 2020 / Spring 2021 / Spring 2022 / Spring 2023 / Spring 2025 / Spring 2026
Explores chaotic dynamics theoretically and through computer simulations. Covers the standard computational and analytical tools used in nonlinear dynamics and concludes with an overview of leading-edge chaos research. Topics include time and phase-space dynamics, surfaces of section, bifurcation diagrams, fractal dimension and Lyapunov exponents. Same as CSCI 4446 and ECEN 4423 and ECEN 5423.
CSCI 6950 - Master's Thesis
Primary Instructor
-
Spring 2021
Registration intended for Master's students preparing a thesis. May be repeated up to 50 total credit hours.
