Christian Agrell

According to our database, Christian Agrell authored at least 6 papers between 2019 and 2024.

Collaborative distances:

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

2024

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

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

CoRR, 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