Jostein Barry-Straume

According to our database, Jostein Barry-Straume authored at least 4 papers between 2022 and 2026.

Collaborative distances:

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

2026

Scientific Machine Learning for Engine Health Management and Remaining Useful Life Prediction.

Jostein Barry-Straume, Changmin Son, Adrian Sandu, Gavan Burke, Rekha Sundararajan, Andrew Rimell, James G. Steinrock

CoRR, May, 2026

Benchmarking Machine Learning Uncertainty Quantification Methodologies for Predicting Turbine Gas Temperature Degradation.

Jostein Barry-Straume, Changmin Son, Adrian Sandu, Gavan Burke, Rekha Sundararajan, Andrew Rimell, James G. Steinrock

CoRR, May, 2026

2025

Ensemble based Closed-Loop Optimal Control using Physics-Informed Neural Networks.

Jostein Barry-Straume, Adwait Verulkar, Arash Sarshar, Andrey A. Popov, Adrian Sandu

CoRR, October, 2025

2022

Physics-informed neural networks for PDE-constrained optimization and control.

Jostein Barry-Straume, Arash Sarshar, Andrey A. Popov, Adrian Sandu

CoRR, 2022