2016
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
2014
2013
Liao, H., Groth, K., Stevens-Adams, S., Xing, J. Leveraging Existing Human Performance Data for Quantifying the IDHEAS HRA Method (Inproceedings) Proceedings of the European Society for Reliability Annual Meeting (ESREL 2013), Amsterdam, 2013. (BibTeX | Tags: human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
2012
Groth, Katrina M., Mosleh, Ali Deriving causal Bayesian networks from human reliability analysis data: A methodology and example model (Journal Article) Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 226 , pp. 361-379, 2012. (Links | BibTeX | Tags: Bayesian Networks, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
Groth, Katrina M., Swiler, Laura P. Use of a SPAR-H Bayesian Network for predicting Human Error Probabilities with missing observations (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 11), Helsinki, Finland, 2012.(BibTeX | Tags: Bayesian Networks, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs), uncertainty)
2011
Parry, Gareth W., Forester, John A., Groth, Katrina, Hendrickson, Stacey, Lewis, Stuart, Lois, Erasmia Towards an Improved HRA Quantification Model (Inproceedings) Proceedings of the ANS International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA 2011), American Nuclear Society Wilmington, NC, 2011. (BibTeX | Tags: cognitive models, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
Groth, Katrina, Mosleh, Ali Development and Use of a Bayesian Network to Estimate Human Error Probability (Inproceedings) Proceedings of the ANS International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA 2011), American Nuclear Society Wilmington, NC, 2011. (BibTeX | Tags: Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
2010
Groth, Katrina, Mosleh, Ali A Performance Shaping Factors Causal Model for Nuclear Power Plant Human Reliability Analysis. (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 10), Seattle, WA, 2010. (BibTeX | Tags: Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
2009
Groth, Katrina, Mosleh, Ali Development of an interdependent causal model for estimating human error probability from performance shaping factors (Conference) Presentation at the Society for Risk Analysis Annual Meeting (SRA), Baltimore, MD, 2009. (BibTeX | Tags: Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
Groth, K. M., Mosleh, A. A Data-Informed Model of Performance Shaping Factors and Their Interdependencies for Use in Human Reliability Analysis (Inproceedings) Proceedings of the European Society for Reliability Annual Meeting (ESREL 2009), Prague, 2009. (BibTeX | Tags: Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
Groth, Katrina M. A Data-Informed Model of Performance Shaping Factors for Use in Human Reliability Analysis (PhD Thesis) University of Maryland, 2009. (Links | BibTeX | Tags: Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
2008
Groth, Katrina, Mosleh, Ali Data-driven modeling of dependencies among influencing factors in human-machine interactions (Inproceedings) Proceedings of the ANS International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA 2008), American Nuclear Society Knoxville, Tennessee, 2008. (BibTeX | Tags: Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
