Christian Agrell

According to our database, Christian Agrell authored at least 9 papers between 2019 and 2025.

Collaborative distances:

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

2025

Gaussian Process Surrogate Models for Efficient Estimation of Structural Response Distributions and Order Statistics.

Vegard Flovik, Sebastian Winter, Christian Agrell

CoRR, March, 2025

2024

Enhancing Assurance of AI-enabled Systems through Uncertainty Quantification.

Sara El Mekkaoui, Christian Agrell, Andreas Hafver, Harmen Dijkstra

Proceedings of the 8th International Conference on Advances in Artificial Intelligence, 2024

Assurance of AI-enabled systems.

Odd Ivar Haugen, Dag McGeorge, Tore Myhrvold, Christian Agrell, Andreas Hafver

Proceedings of the 8th International Conference on Advances in Artificial Intelligence, 2024

The Probabilistic Tsetlin Machine: A Novel Approach to Uncertainty Quantification.

Kuruge Darshana Abeyrathna, Sara El Mekkaoui, Andreas Hafver, Christian Agrell

Proceedings of the 8th International Conference on Advances in Artificial Intelligence, 2024

2023

Neural Networks based Conformal Prediction for Pipeline Structural Response.

Sara El Mekkaoui, Carla J. Ferreira, Juan Camilo Guevara Gómez, Christian Agrell, Nicholas James Vaughan, Hans Olav Heggen

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

2021

Probabilistic machine learning and phenomenological knowledge. Developments for optimization under uncertainty in safety-critical systems.

Christian Agrell

PhD thesis, 2021

Sequential Bayesian optimal experimental design for structural reliability analysis.

Christian Agrell, Kristina Rognlien Dahl

Stat. Comput., 2021

Optimal sequential decision making with probabilistic digital twins.

Christian Agrell, Kristina Rognlien Dahl, Andreas Hafver

CoRR, 2021

2019

Gaussian Processes with Linear Operator Inequality Constraints.

Christian Agrell

J. Mach. Learn. Res., 2019