Decision support systems

2018

Groth, Katrina, M., Denman, Matthew R., Jones, Thomas B., Darling, Michael, C., Luger, George, F. Building and using dynamic risk-informed diagnosis procedures for complex system accidents (Journal Article) Proceedings of the Institution of Mechanical Engineers, Part O: Journal for Risk and Reliability, 2018. (Links | BibTeX | Tags: Artificial intelligence, Decision support systems, dynamic Bayesian Networks, Dynamic PRA)

Darling, Michael C, Luger, George F, Jones, Thomas B, Denman, Matthew R, Groth, Katrina M. Intelligent modeling for nuclear power plant accident management (Journal Article) International Journal of Artificial Intelligence Tools, 27 (2), pp. 1850003-1 – 1850003-25, 2018. (Links | BibTeX | Tags: Counterfactual reasoning, Decision support systems, dynamic Bayesian Networks)

2016

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

Darling, Michael C., Jones, Thomas B., Luger, George F., Groth, Katrina M. ALADDIN: The Automatic Loader of Accident Data for Dynamic Inferencing Networks (Technical Report) Sandia National Laboratories, Albuquerque, NM, (SAND2015-10401), 2015. (BibTeX | Tags: Artificial intelligence, Bayesian Networks, Decision support systems, Dynamic PRA, nuclear power, software, uncertainty)

Jankovsky, Zachary K., Denman, Matthew R., Groth, Katrina M., Wheeler, Timothy A. Interim Status Report for Risk Management for SFRs (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2015-8872), 2015. (BibTeX | Tags: Bayesian Networks, Decision support systems, Dynamic PRA, nuclear power, Probabilistic risk assessment (PRA), risk-informed procedures)

Groth, K. M., Denman, M. R., Jones, T., Darling, M., Luger, G. Proof-of-concept accident diagnostic support for sodium fast reactors (Inproceedings) Proceedings of the European Society for Reliability Annual Meeting (ESREL 2015), Zurich, Switzerland, 2015. (BibTeX | Tags: Artificial intelligence, Bayesian Networks, Decision support systems, Dynamic PRA, nuclear power, Probabilistic risk assessment (PRA), risk-informed procedures)

Zumwalt, Hannah R., Groth, Katrina M. HyRAM V1.0 User’s Manual (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2015-7380 R), 2015. (BibTeX | Tags: Decision support systems, hydrogen, Hydrogen safety, HyRAM, infrastructure, software, transportation safety)

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)

Groth, Katrina M., Hecht, Ethan, Ekoto, Isaac W., Walkup, Gregory W., Reynolds, John T. HyRAM (V1.0alpha) (Miscellaneous) Software, 2015.(BibTeX | Tags: Decision support systems, hydrogen, Hydrogen safety, HyRAM, infrastructure, software, transportation safety)

2014

Groth, Katrina M., Denman, Matthew R., Cardoni, Jeffrey N., Wheeler, Timothy A.“Smart Procedures”: Using dynamic PRA to develop dynamic, context-specific severe accident management guidelines (SAMGs) (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 12), Honolulu, HI, 2014. (BibTeX | Tags: Artificial intelligence, Bayesian Networks, Decision support systems, Dynamic PRA, nuclear power, risk-informed procedures, uncertainty)

Groth, Katrina M., Denman, Matthew R., Cardoni, Jeffrey N., Wheeler, Timothy A. “Smart SAMGs” Dynamic, robust severe accident management guidelines (Booklet) Poster SAND2014-1466P, Albuquerque, NM, 2014.(BibTeX | Tags: Artificial intelligence, Bayesian Networks, Decision support systems, Dynamic PRA, Probabilistic risk assessment (PRA), risk-informed procedures)

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)

Groth, Katrina M., Denman, Matthew R., Cardoni, Jeffrey N., Wheeler, Timothy A. Proof of Principle Framework for Developing Dynamic Risk-Informed Severe Accident Management Guidelines (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2013-8324), 2013. (BibTeX | Tags: Artificial intelligence, Bayesian Networks, Decision support systems, Dynamic PRA, nuclear power, Probabilistic risk assessment (PRA), risk-informed procedures, uncertainty)

2012

Groth, Katrina M. Bayesian Networks: Decision support for complex systems (Booklet) SAND2012-10866P, 2012. (BibTeX | Tags: Bayesian Networks, Decision support systems)

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)