2017

Zwirglmaier, Kilian, Straub, Daniel, Groth, Katrina M. Capturing cognitive causal paths in human reliability analysis with Bayesian network models (Journal Article) Reliability Engineering & System Safety, 158 , pp. 117-129, 2017. (Links | BibTeX | Tags: Bayesian methods, Bayesian Networks, causal models, cognitive models, human error, Human Reliability Analysis (HRA), nuclear power)

2016

Boring, Ronald, Mandelli, Diego, Rasmussen, Martin, Herberger, Sarah, Ulrich, Thomas, Groth, Katrina, Smith, Curtis Human Unimodel for Nuclear Technology to Enhance Reliability (HUNTER): A Framework for Computation-based Human Reliability Analysis (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 13), Seoul, Korea, 2016. (BibTeX | Tags: Bayesian methods, Bayesian Networks, Dynamic PRA, Human Reliability Analysis (HRA), nuclear power, Probabilistic risk assessment (PRA))

Boring, Ronald, Mandelli, Diego, Rasmussen, Martin, Herberger, Sarah, Ulrich, Thomas, Groth, Katrina, Smith, Curtis Integration of Human Reliability Analysis Models into the Simulation-Based Framework for the Risk-Informed Safety Margin Characterization Toolkit (Technical Report) Idaho National Laboratory Idaho Falls, ID, (INL/EXT-16-39015), 2016. (BibTeX | Tags: Bayesian methods, Bayesian Networks, Dynamic PRA, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs), Probabilistic risk assessment (PRA))

2015

Zwirglmaier, K., Straub, D., Groth, K. M. Framework for a Bayesian Network Version of IDHEAS (Inproceedings) Proceedings of the European Society for Reliability Annual Meeting (ESREL 2015), Zurich, Switzerland, 2015. (BibTeX | Tags: Bayesian methods, Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power)

2014

Groth, Katrina M., Smith, Curtis L., Swiler, Laura P. A Bayesian method for using simulator data to enhance human error probabilities assigned by existing HRA methods (Journal Article) Reliability Engineering & System Safety, 128 , pp. 32-40, 2014. (Links | BibTeX | Tags: Bayesian methods, Bayesian Networks, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs), uncertainty)

2013

Groth, Katrina M., Swiler, Laura P. Use of Limited Data to Construct Bayesian Networks for Probabilistic Risk Assessment (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2013-2019), 2013. (BibTeX | Tags: Bayesian methods, Bayesian Networks, Human Reliability Analysis (HRA), Probabilistic risk assessment (PRA), uncertainty)