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))
Jones, Thomas B., Darling, Michael C., Groth, Katrina M., Denman, Matthew R., Luger, George F. A Dynamic Bayesian Network for Diagnosing Nuclear Power Plant Accidents (Inproceedings) The 29th International Florida Artificial Intelligence Research Society (FLAIRS 29), Key Largo, FL, USA, 2016. (BibTeX | Tags: Artificial intelligence, Bayesian Networks, Decision support systems, Dynamic PRA, nuclear power, Probabilistic risk assessment (PRA), risk-informed procedures)
2015
Denman, Matthew R., Darling, Michael C., Groth, Katrina M., Cardoni, Jeffrey N., Jankovsky, Zachary K. Formulation of Platform Enhancement Specifications and Demonstration Problem for Discrete Dynamic Event Tree Analysis (Technical Report) Sandia National Laboratories Albuquerque, NM, 2015 (Prepared for Office of Nuclear Regulatory Research, U.S. Nuclear Regulatory Commission) (BibTeX | Tags: Dynamic PRA, nuclear power, Probabilistic risk assessment (PRA))
Denman, Matthew R., Groth, Katrina M., Cardoni, Jeff, Wheeler, Tim Advance Liquid Metal Reactor Discrete Dynamic Event Tree/Bayesian Network Analysis and Incident Management Guidelines (Risk Management for Sodium Fast Reactors) (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2015-2484), 2015. (BibTeX | Tags: Artificial intelligence, Bayesian Networks, Decision support systems, Dynamic PRA, nuclear power, Probabilistic risk assessment (PRA), risk-informed procedures, uncertainty)
2014
2013
Denman, M. R., Groth, K. M., Wheeler, T. A. Proof of Principle Framework for risk informed Severe Accident Management Guidelines (Inproceedings) Proceedings of Risk Management for Complex Socio-Technical Systems (RM4CSS), American Nuclear Society Washington DC, 2013. (BibTeX | Tags: Artificial intelligence, Decision support systems, Dynamic PRA, nuclear power, Probabilistic risk assessment (PRA), risk-informed procedures)
Denman, Matthew R., Cardoni, Jeffrey, Liao, Huafei, Wheeler, Timothy, Groth, Katrina M. Discrete Dynamic Event Tree Analysis of Small Modular Reactor Severe Accident Management (Inproceedings) Proceedings of PSA 2013 – the ANS International Topical Meeting on Probabilistic Safety Assessment and Analysis, American Nuclear Society Columbia, SC, 2013. (BibTeX | Tags: Bayesian Networks, Dynamic PRA, nuclear power, Probabilistic risk assessment (PRA), risk-informed procedures)
2011
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, Wang, Chengdong, Mosleh, Ali Hybrid causal methodology and software platform for probabilistic risk assessment and safety monitoring of socio-technical systems(Journal Article) Reliability Engineering & System Safety, 95 (12), pp. 1276-1285, 2010, ISSN: 0951-8320.(Links | BibTeX | Tags: Bayesian Networks, Decision support systems, IRIS, Probabilistic risk assessment (PRA), Quantitative risk assessment (QRA), software)
2008
Mosleh, A., Groth, K., Kazemi, R., Mohaghegh, Z. Peer Review of Causal Model of Air Transport System (CATS) (Technical Report) University of Maryland Center for Risk and Reliability, 2008, (Performed for The Aviation Safety and Security Program, The Netherland Directorate-General for Aviation and Maritime Affairs). (BibTeX | Tags: aviation, causal models, Probabilistic risk assessment (PRA), transportation safety)
Groth, K. M., Wang, C., Zhu, D., Mosleh, A. Methodology and software platform for multi-layer causal modeling (Inproceedings) Proceedings of the European Society for Reliability Annual Meeting (ESREL 2008), Valencia, Spain, 2008. (BibTeX | Tags: Bayesian Networks, causal models, IRIS, Probabilistic risk assessment (PRA), Quantitative risk assessment (QRA), software)
Roelen, Alfred, Wever, Rombout, Mosleh, Ali, Groth, Katrina Development and Validation of a Comprehensive Hybrid Causal Model for Safety Assessment and Management of Aviation Systems (Inproceedings) Zio, Enrico; Ho, Vincent; Kao, Tsu-Mu (Ed.): Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 9), Hong Kong, 2008.(BibTeX | Tags: aviation, Bayesian Networks, causal models, IRIS, Probabilistic risk assessment (PRA), Quantitative risk assessment (QRA), transportation safety)
Zhu, Dongfeng, Wang, Chengdong, Groth, Katrina, Mosleh, Ali A PRA Software Platform for Hybrid Causal Logic Risk Models (Inproceedings) Zio, Enrico; Ho, Vincent; Kao, Tsu-Mu (Ed.): Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 9), Hong Kong, 2008. (BibTeX | Tags: aviation, Bayesian Networks, causal models, IRIS, Probabilistic risk assessment (PRA), software, transportation safety)
2007
Groth, Katrina Integrated Risk Information System (IRIS) User Guide (Technical Report) University of Maryland Center for Risk and Reliability, (CRR-2007SR-014), 2007. (BibTeX | Tags: aviation, Bayesian Networks, IRIS, Probabilistic risk assessment (PRA), Quantitative risk assessment (QRA), software, transportation safety)
Mosleh, Ali, Groth, Katrina Integrated Risk Methodology: Applications (Technical Report) University of Maryland Center for Risk and Reliability, 2007, (Prepared for U.S. Federal Aviation Administration (FAA). (BibTeX | Tags: aviation, Bayesian Networks, IRIS, Probabilistic risk assessment (PRA), Quantitative risk assessment (QRA), software, transportation safety)
2005
Mosleh, A., Wang, C., Groth, K., Mohaghegh, Z. Integrated Methodology for Identification, Classification, and Assessment of Aviation System Risk (Technical Report) University of Maryland Center for Risk and Reliability, 2005, (Prepared for U.S. Federal Aviation Administration (FAA).). (BibTeX | Tags: aviation, Bayesian Networks, IRIS, Probabilistic risk assessment (PRA), Quantitative risk assessment (QRA), transportation safety)
