Katherine Slyman
Assistant Professor of the Practice
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About
Dr. Katherine Slyman is an Assistant Professor of the Practice at Boston College in the United States. Her research areas include dynamical systems, particularly focusing on escape paths in perturbed gradient systems, and the mechanisms of tipping in carbon cycle models and tropical cyclones. Dr. Slyman's recent articles explore rates and noise-induced tipping phenomena, contributing significantly to the understanding of complex systems behavior.
Articles (5)
Year:
2025
Year:
2025
Year:
2024
Year:
2023
Rate-induced tipping occurs when a ramp parameter changes rapidly enough to cause the system to tip between co-existing, attracting states. We show that the addition of noise to the system can cause it to tip well below the critical rate at which rate-induced tipping would occur. Moreover, it does so with significantly increased probability over the noise acting alone. We achieve this by finding a global minimizer in a canonical problem of the Freidlin–Wentzell action functional of large deviation theory that represents the most probable path for tipping. This is realized as a heteroclinic connection for the Euler–Lagrange system associated with the Freidlin–Wentzell action and we find it exists for all rates less than or equal to the critical rate. Its role as the most probable path is corroborated by direct Monte Carlo simulations.
Year:
2023
Collaborators (4)
Christopher K. Jones
-
Blake Barker
Assosiate Professor
Brigham Young University
John Gemmer
Wake Forest University
Bjorn Sandstede
Alumni-Alumnae University Professor of Applied Mathematics
Brown University
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