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Stephen Guth
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 3
Top Topics
Dynamical Systems
Machine Learning
Nonlinear Dynamical Systems
Phase Space
Top Venues
CoRR
Entropy
DDDAS
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Publications
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Stephen Guth
,
Alireza Mojahed
,
Themistoklis P. Sapsis
Evaluation of machine learning architectures on the quantification of epistemic and aleatoric uncertainties in complex dynamical systems.
CoRR
(2023)
Stephen Guth
,
Themistoklis Sapis
Active Search Methods to Predict Material Failure Under Intermittent Loading in the Serebrinksy-Ortiz Fatigue Model.
DDDAS
(2020)
Stephen Guth
,
Themistoklis P. Sapsis
Machine Learning Predictors of Extreme Events Occurring in Complex Dynamical Systems.
Entropy
21 (10) (2019)