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Author

Christian Agrell

Observed names: Agrell, Christian, C Agrell, C. Agrell
Institution: DNV (Norway)
ORCID: 0000-0002-7390-6474
Observed ORCID: 0000-0002-7390-6474
OpenAlex ID: A5008208282
Gaussian processes with linear operator inequality constraints
2019 · Agrell, Christian · arXiv (Cornell University) · 39
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Sequential sampling method using Gaussian process regression for estimating extreme structural response
2020 · Odin Gramstad, Christian Agrell, et al. · Marine Structures · 38
Sequential Bayesian optimal experimental design for structural reliability analysis
2021 · Christian Agrell, Kristina Rognlien Dahl · Statistics and Computing · 29
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Environmental contours as Voronoi cells
2022 · Andreas Hafver, Christian Agrell, et al. · Extremes · 16
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Optimal sequential decision making with probabilistic digital twins
2023 · Christian Agrell, Kristina Rognlien Dahl, et al. · SN Applied Sciences · 15
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Data-Driven Approaches to Diagnostics and State of Health Monitoring of Maritime Battery Systems
2023 · Erik Vanem, Qin Liang, et al. · Annual Conference of the PHM Society · 10
Convex environmental contours
2021 · Arne Bang Huseby, Erik Vanem, et al. · Ocean Engineering · 9
The Probabilistic Tsetlin Machine: A Novel Approach to Uncertainty Quantification
2024 · Darshana Abeyrathna Kuruge, Sara El Mekkaoui, et al. · International Conference on Advances in Artificial Intelligence (ICAAI) · 5
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Assurance of AI-enabled systems
2024 · Odd Ivar Haugen, Dag McGeorge, et al. · International Conference on Advances in Artificial Intelligence (ICAAI) · 4
Pitfalls of machine learning for tail events in high risk environments
2018 · C. Agrell, S. Eldevik, et al. · CRC Press eBooks · 4
End-to-end wind turbine design under uncertainties: a practical example
2024 · NK Dimitrov, M Kelly, et al. · Journal of Physics Conference Series · 2
Contribution to the NASA Langley UQ Challenge on Optimization under Uncertainty
2020 · Christian Agrell, Simen Eldevik, et al. · European Safety and Reliability Conference (ESREL) · 2
The NASA and DNV Challenge on Optimization Under Uncertainty
2025 · Christian Agrell, Luis G. Crespo, et al. · European Safety and Reliability Conference (ESREL) · 1
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A Scenario Optimization Approach to the Prediction of Extreme Structural Responses to Environmental Loading
2024 · Luis G. Crespo, Christian Agrell, et al. · International Conference on Offshore Mechanics and Arctic Engineering (OMAE) · 1
Risk-based functional black-box optimization
2021 · Christian Agrell, Simen Eldevik, et al. · Mechanical Systems and Signal Processing · 1
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Efficient Long-Term Structural Reliability Estimation with Non-Gaussian Stochastic Models: A Design of Experiments Approach
2025 · Winter, Sebastian, Agrell, Christian, et al. · arXiv (Cornell University)
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Axtreme: A Package for Bayesian Surrogate Modeling and Optimization of Extreme Response Calculation
2025 · Sebastian Winter, Christian Agrell · European Safety and Reliability Conference (ESREL)
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Modularized Simulation to Manage Complex Systems Throughout the Lifetime
2025 · Siegfried Eisinger, Claas Rostock, et al. · European Safety and Reliability Conference (ESREL)
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Gaussian Process Surrogate Models for Efficient Estimation of Structural Response Distributions and Order Statistics
2025 · Vegard Flovik, Sebastian Winter, et al. · European Safety and Reliability Conference (ESREL)
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Enhancing Assurance of AI-enabled Systems through Uncertainty Quantification
2024 · Sara El Mekkaoui, Christian Agrell, et al. · International Conference on Advances in Artificial Intelligence (ICAAI)
Methods for efficient ULS reliability calculations and their impact on probabilistic design
2024 · Cousin, Alexis, Munoz-Zuniga, Miguel, et al. · HAL
Safety of Autonomous Ships -- Uncertainty Quantification of Deep Neural Networks for Computer Vision
2022 · Christian Agrell, Erik Stensrud · European Safety and Reliability Conference (ESREL)
Safe Reduction of Conservatism by Combining Machine Learning and Physics-based Models
2022 · Simen Eldevik, Carla Ferreira, et al. · European Safety and Reliability Conference (ESREL)
Safety of Autonomous Ships -- Uncertainty Quantification of Deep Neural Networks for Computer Vision
2022 · Christian Agrell, Erik Stensrud · European Safety and Reliability Conference (ESREL)
On the Meaning of Assurance
2021 · Andreas Hafver, Carla Ferreira, et al. · European Safety and Reliability Conference (ESREL)
Works count: 30
Citation count: 176
H-index: 7
I10-index: 6
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