2019
Groth, Katrina M., Smith, Reuel, and Moradi, Ramin. A hybrid approach to HRA using simulator data, causal models, and cognitive science (Journal Article) Reliability Engineering and System Safety, 191(11), 2019. (Links | BibTeX | Tags: Bayesian Networks, Human Reliability Analysis, Bayesian updating)
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)
Boring, Ronald, Mandelli, Diego, Joe, Jeffery, Smith, Curtis, Groth, Katrina A Research Roadmap for Computation-Based Human Reliability Analysis (Technical Report) Idaho National Laboratory Idaho Falls, ID, (INL/EXT-15-36051), 2015. (BibTeX | Tags: Bayesian Networks, causal models, Dynamic PRA, Human Reliability Analysis (HRA), nuclear power, Probabilistic risk assessment (PRA))
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))
Groth, Katrina M., Swiler, Laura P. Bridging the gap between HRA research and HRA practice: A Bayesian Network version of SPAR-H (Journal Article) Reliability Engineering and System Safety, 115 , pp. 33-42, 2013. (Links | BibTeX | Tags: Bayesian Networks, causal models, Human Reliability Analysis (HRA), nuclear power, uncertainty)
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)
Mosleh, Ali, Shen, Song-Hua, Kelly, Dana L, Oxstrand, Johanna H, Groth, Katrina A Model-Based Human Reliability Analysis Methodology (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 11), Helsinki, Finland, 2012.(BibTeX | Tags: causal models, human error, Human Reliability Analysis (HRA), nuclear power)
Oxstrand, Johanna, Kelly, Dana L., Shen, Song-Hua, Mosleh, Ali, Groth, Katrina M. A Model-Based Approach to HRA: Qualitative Analysis Methodology (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 11), Helsinki, Finland, 2012.(BibTeX | Tags: causal models, cognitive models, Human Reliability Analysis (HRA), nuclear power)
Groth, Katrina M., Shen, Song-Hua, Oxstrand, Johanna, Mosleh, Ali, Kelly, Dana A Model-Based Approach to HRA: Example Application and Quantitative Analysis (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 11), Helsinki, Finland, 2012. (BibTeX | Tags: causal models, human error, Human Reliability Analysis (HRA), nuclear power)
2011
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))
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 M., Forester, John A., Liao, Huafei, Wheeler, Timothy A. Applicability of Human Reliability Analysis and Identification of Research Needs for NGNP HRA (Technical Report) Sandia National Laboratories Albuquerque, NM, (JCN N6921, Task 3), 2011, (Prepared for Office of Nuclear Regulatory Research, U. S. Nuclear Regulatory Commission). (BibTeX | Tags: Human Reliability Analysis (HRA), nuclear power, Probabilistic risk assessment (PRA))
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))
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))
