Apostolos F. Psaros

According to our database, Apostolos F. Psaros authored at least 4 papers between 2022 and 2024.

Collaborative distances:

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

2024

NeuralUQ: A Comprehensive Library for Uncertainty Quantification in Neural Differential Equations and Operators.

Zongren Zou, Xuhui Meng, Apostolos F. Psaros, George E. Karniadakis

SIAM Rev., February, 2024

2023

Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons.

Apostolos F. Psaros, Xuhui Meng, Zongren Zou, Ling Guo, George Em Karniadakis

J. Comput. Phys., March, 2023

PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification.

Qianli Shen, Wai Hoh Tang, Zhun Deng, Apostolos F. Psaros, Kenji Kawaguchi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Meta-learning PINN loss functions.

Apostolos F. Psaros, Kenji Kawaguchi, George Em Karniadakis

J. Comput. Phys., 2022