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Jason
Bramburger
Assistant Professor
Concordia University
Books
J. Bramburger.
Data-Driven Methods for Dynamic Systems
.
Society for Industrial and Applied Math (SIAM)
, 2024.
[
Code Repository
]
Preprints
E. Bergland, J. Bramburger, and B. Sandstede.
Localized synchronous patterns in weakly coupled bistable oscillators
.
M. Mignacca, S. Brugiapaglia, and J. Bramburger.
Real-time motion detection using dynamic mode decomposition
.
[
Code Repository
]
J. Bramburger, D. Hill, and D. Lloyd.
Localized multi-dimensional patterns
.
J. Bramburger, M. Holzer, and J. Williams.
Persistence of steady-states for dynamical systems on large networks
.
A.M. Neuman and J. Bramburger.
Transferability of graph neural networks using graphon and sampling theories
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J.N. Kutz, A. Rahman, M. Ebers, J. Koch, and J. Bramburger.
Universal dynamics of damped-driven systems: The logistic map as a normal form for energy balance
.
Publications
J. Bramburger and G. Fantuzzi.
Data-driven discovery of invariant measures
.
Proceedings of the Royal Society A
480, (2024) 20230627
[
Code Repository
]
D. Hill, J. Bramburger, and D. Lloyd.
Dihedral rings of patterns emerging from a Turing bifurcation
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Nonlinearity
37, (2024) 035015.
[
Code Repository
]
Z. Nicolaou and J. Bramburger.
Complex localization mechanisms in networks of coupled oscillators: two case studies
.
Chaos
34, (2024) 013131.
[
Code Repository
]
J. Bramburger and G. Fantuzzi.
Auxiliary functions as Koopman observables: Data-driven analysis of dynamical systems via polynomial optimization
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Journal of Nonlinear Science
34, (2024) 8.
[
Code Repository
]
K. Kaheman, U. Fasel, J. Bramburger, B. Strom, J.N. Kutz, and S. Brunton.
The experimental multi-arm pendulum on a cart: a benchmark system for chaos, learning, and control
.
HardwareX
15, (2023) e00465.
[
Video Abstract
] [
Code Repository
] [
Data and CAD Files
]
J. Bramburger and M. Holzer.
Pattern formation in random networks using graphons
SIAM Journal on Mathematical Analysis
55, (2023) 2150-2185.
A. Chernyavsky, J. Bramburger, G. Fantuzzi, and D. Goluskin.
Convex relaxations of integral variational problems: pointwise dual relaxation and sum-of-squares optimization
SIAM Journal on Optimization
33, (2023) 481-512.
D. Hill, J. Bramburger, and D. Lloyd.
Approximate localised dihedral patterns near a Turing instability
.
Nonlinearity
36, (2023) 2567-2630.
[
Code Repository
] [
Cover Article
] [
DSweb Feature
]
K. Kaheman, J. Bramburger, J.N. Kutz, and S. Brunton.
Saddle transport and chaos in the double pendulum
Nonlinear Dynamics
111, (2023) 7199-7233.
[
Code Repository
]
M. Tian, J. Bramburger, and B. Sandstede.
Snaking bifurcations of localized patterns on ring lattices
.
IMA Journal of Applied Mathematics
86, (2021) 1112-1140.
J. Bramburger, S. Brunton, and J.N. Kutz.
Deep learning of conjugate mappings
.
Physica D
447, (2021) 133008.
[
Video Abstract
] [
Code Repository
]
J. Bramburger and C. Henderson.
The speed of traveling waves in a FKPP-Burgers system
.
Archive for Rational Mechanics and Analysis
241, (2021) 643-681.
[
Code Repository
]
J. Bramburger.
Isolas of multi-pulse solutions to lattice dynamical systems
.
Proceedings of the Royal Society of Edinburgh A
151, (2021) 916-952.
J. Bramburger, J.N. Kutz, and S. Brunton.
Data-driven stabilization of periodic orbits
.
IEEE Access
9, (2021) 43504-43521.
[
Video Abstract
] [
Code Repository
]
J. Bramburger.
Exact minimum speed of traveling waves in a Keller-Segel model
.
Applied Mathematics Letters
111, (2021) 106594.
J. Bramburger and D. Goluskin.
Minimum wave speeds in monostable reaction-diffusion equations: sharp bounds by polynomial optimization
.
Proceedings of the Royal Society A
476, (2020) 20200450.
[
Video Abstract
] [
Code Repository
]
J. Bramburger, D. Dylewsky, and J.N. Kutz.
Sparse identification of slow timescale dynamics
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Physical Review E
102, (2020) 022204. [
Video Abstract
] [
Code Repository
]
J. Bramburger and B. Sandstede.
Localized patterns in planar bistable weakly coupled lattice systems
.
Nonlinearity
33, (2020) 3500-3525.
J. Bramburger and B. Sandstede.
Spatially localized structures in lattice dynamical systems
.
Journal of Nonlinear Science
30, (2020) 603-644.
J. Bramburger and J.N. Kutz.
Poincaré maps for multiscale physics discovery and nonlinear Floquet theory
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Physica D
408, (2020) 132497.
[
Video Abstract
] [
Code Repository
]
J. Bramburger, J. Cuevas-Maraver, and P.G. Kevrekidis.
Vortex pairs in the discrete nonlinear Schrodinger equation
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Nonlinearity
33, (2020) 2159-2180.
J. Bramburger.
Ultracontractive properties for directed graph semigroups with applications to coupled oscillators
.
Canadian Mathematical Bulletin
63, (2020) 13-30.
J. Bramburger.
Stable periodic solutions to lambda-omega lattice dynamical systems
.
Journal of Differential Equations
268, (2020) 3201-3254.
S. Alexander, J. Bramburger, and E. McDonough.
Dark disk substructure and superfluid dark matter
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Physics Letters B
797, (2019) 134871.
J. Bramburger, D. Altschuler, C. Avery, T. Sangsawang, M. Beck, P. Carter, and B. Sandstede.
Localized radial roll patterns in higher space dimensions
.
SIAM Journal on Applied Dynamical Systems
18, (2019) 1420–1453. [
Code Repository
]
J. Bramburger and F. Lutscher.
Analysis of integrodifference equations with a separable dispersal kernel
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Acta Applicandae Mathematicae
161, (2019) 127-151.
J. Bramburger.
Rotating wave solutions to lattice dynamical systems II: Persistence results
.
Journal of Dynamics and Differential Equations
31, (2019) 499-536.
J. Bramburger.
Rotating wave solutions to lattice dynamical systems I: The anti-continuum limit
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Journal of Dynamics and Differential Equations
31, (2019) 469-498.
J. Bramburger.
Stability of infinite systems of coupled oscillators via random walks on weighted graphs
.
Transactions of the American Mathematical Society
372, (2019) 1159-1192.
J. Bramburger, B. Dionne, and V.G. LeBlanc.
Zero-Hopf bifurcation in the Van der Pol oscillator with delayed position and velocity feedback
.
Nonlinear Dynamics
78, (2014) 2959-2973.
Refereed Conference Proceedings
J. Bramburger, S. Dahdah, and J. Forbes.
Synthesizing control laws from data using sum-of-squares optimization
.
2024 IEEE Conference on Control Technology and Applications (CCTA)
Newcastle upon Tyne, UK, 2024.
[
Code Repository
]
Conference Reports
J. Bramburger.
Data-driven system analysis using polynomial optimization and the Koopman operator
.
Oberwolfach Reports
35, (2024) 33-34.
J. Bramburger, C. Budd, J. Hu, and A. Wan.
Structured machine learning and timestepping for dynamical systems (24w5301)
.
BIRS Report
, (2024).
J. Bramburger.
Localized patterns on graphs: The influence of dimension and topology on pattern formation
.
Oberwolfach Reports
37, (2021) 16-17.
Outreach and Public Interest Articles
J. Bramburger.
The emerging utility of graphons in applied math
.
SIAM News
56, (2023).
J. Bramburger.
Patterns and waves in theory, experiment, and application
.
Snapshot of Modern Mathematics from Oberwolfach
(2023).
Theses
J. Bramburger.
On the existence and stability of rotating wave solutions to lattice dynamical systems
.
Ph.D. Thesis
, University of Ottawa, 2017.
J. Bramburger.
Steady-state/Hopf interactions in the Van der Pol oscillator with delayed feedback
.
M.Sc. Thesis
, University of Ottawa, 2013.
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