Stephen Guth

According to our database, Stephen Guth authored at least 4 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Evaluation of machine learning architectures on the quantification of epistemic and aleatoric uncertainties in complex dynamical systems.

Stephen Guth, Alireza Mojahed, Themistoklis P. Sapsis

CoRR, 2023

2022

Discovering and forecasting extreme events via active learning in neural operators.

Ethan Pickering, Stephen Guth, George Em Karniadakis, Themistoklis P. Sapsis

Nat. Comput. Sci., 2022

2020

Active Search Methods to Predict Material Failure Under Intermittent Loading in the Serebrinksy-Ortiz Fatigue Model.

Stephen Guth, Themistoklis Sapis

Proceedings of the Dynamic Data Driven Applications Systems, 2020

2019

Machine Learning Predictors of Extreme Events Occurring in Complex Dynamical Systems.

Stephen Guth, Themistoklis P. Sapsis

Entropy, 2019