2024
Indranil Hazra, Arko Chatterjee, Joseph Southgate, Matthew J. Weiner, Katrina M. Groth, and Shapour Azarm. May 2024. “A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems.” ASME Journal of Mechanical Design. (Link)
Camille S. Levine, Ahmad Al-Douri, Vincent Philip Paglioni, Michelle Bensi, and Katrina M. Groth. May 2024. “Identifying human failure events for human reliability analysis: A review of gaps and research opportunities.” Reliability Engineering and System Safety. (Link)
Andres Ruiz-Tagle and Katrina M. Groth. Feb. 2024. “Comparing the risk of third-party excavation damage between natural gas and hydrogen pipelines.” International Journal of Hydrogen Energy. (Link)
Katrina M. Groth, Ahmad Al-Douri, Madison West, Kevin Hartmann, Genevieve Saur, and William Buttner. Jan. 2024. “Design and requirements of a hydrogen component reliability database (HyCReD).” International Journal of Hydrogen Energy. (Link)
2023
Ahmad Al-Douri, Katrina M. Groth, Kevin Hartmann, Genevieve Saur, and William Buttner. “Advancing the State of Hydrogen Systems Quantitative Risk Assessment: Design and Requirements of a Hydrogen Component Reliability Database (HyCReD).” 2023 AIChE Annual Meeting, Orlando, FL, Nov. 2023.
Vincent P. Paglioni and Katrina M. Groth. Sep. 2023. “Dependency Idioms for Quantitative Human Reliability Analysis.” Nuclear Science and Engineering. (Link)
Austin D. Lewis and Katrina M. Groth. Aug. 2023. “A comparison of DBN model performance in SIPPRA health monitoring based on different data stream discretization methods”. Reliability Engineering and System Safety. (Link)
Michelle Bensi, Zeyun Wu, Katrina M. Groth, Zhegang Ma, Ray Schneider, Tao Liu, Kaveh Faraji Najarkolaie, Ahmad Al-Douri, and Camille S. Levine. “Identification and Prioritization of Sources of Uncertainty in External Hazard Probabilistic Risk Assessment: Project Update.” Proceedings of the 18th International Probabilistic Safety Assessment and Analysis (PSA 2023) Conference, Knoxville, TN, July 2023. (Link)
Tao Liu, Zeyun Wu, Michelle Bensi, Katrina M. Groth, Zhegang Ma, and Ray Schneider. “Assessment of Uncertainty in Scenario Development for External Hazard Probabilistic Risk Assessment for Nuclear Power Plants.” Proceedings of the 18th International Probabilistic Safety Assessment and Analysis (PSA 2023) Conference, Knoxville, TN, July 2023. (Link)
Vincent P. Paglioni and Katrina M. Groth. “Bridging the Data – Model Gap for HRA: Creating Bayesian Networks from HRA Data.” Proceedings of the 13th Nuclear Plant Instrumentation, Control, & Human-Machine Interface Technologies (NPIC&HMIT2023) Conference, Knoxville, TN, July 2023. (Link)
Vincent P. Paglioni, Camille S. Levine, Ahmad Al-Douri, and Katrina M. Groth. “Why Do Human-Machine Teams Fail: Investigating Failure Mechanisms in Human Reliability Analysis.” Proceedings of the 13th Nuclear Plant Instrumentation, Control, & Human-Machine Interface Technologies (NPIC&HMIT2023) Conference, Knoxville, TN, July 2023. (Link)
Camille S. Levine, Ahmad Al-Douri, and Katrina M. Groth. “Causal Pathways Leading to Human Failure Events in Information-Gathering System Response Activities.” Proceedings of the 13th Nuclear Plant Instrumentation, Control, & Human-Machine Interface Technologies (NPIC&HMIT2023) Conference, Knoxville, TN, July 2023. (Link)
Ahmad Al-Douri, Camille S. Levine, and Katrina M. Groth. March 2023. “Identifying Human Failure Events (HFEs) for External Hazard Probabilistic Risk Assessment”. Reliability Engineering and System Safety. (Link)
Ahmad Al-Douri, Andres Ruiz-Tagle, and Katrina M. Groth. Feb. 2023. “A quantitative risk assessment of hydrogen fuel cell forklifts.” International Journal of Hydrogen Energy. (Link)
Katrina M. Groth and Ahmad Al-Douri. Jan. 2023. “Hydrogen safety, risk, and reliability analysis.” In book: Hydrogen Economy. (Link)
2022
Ahmad Al-Douri, Mahmoud M. El-Halwagi, and Katrina M. Groth. Dec. 2022. “Emergency shutdowns of propylene production plants: Root cause analysis and availability modeling.” Journal of Loss Prevention in the Process Industries. (Link)
Andres Ruiz-Tagle, Enrique Lopez-Droguett, and Katrina M. Groth. Aug. 2022. “A Novel Probabilistic Approach to Counterfactual Reasoning in System Safety.” Reliability Engineering and System Safety. (Link)
Austin D. Lewis and Katrina M. Groth. Jul. 2022. “Metrics for evaluating the performance of complex engineering system health monitoring models.” Reliability Engineering and System Safety 223, p. 108473. (Link)
Andres Ruiz-Tagle, Austin D. Lewis, Colin A. Schell, Ernest Lever, and Katrina M. Groth. Jul. 2022. “BaNTERA: A Bayesian Network for Third-Party Excavation Risk Assessment.” Reliability Engineering and System Safety 223, p. 108507. (Link)
Ahmad Al-Douri, Camille S. Levine, and Katrina M. Groth. “Identifying human failure events (HFEs) for external hazard probabilistic risk assessment.” Proceedings of the 16th Probabilistic Safety Assessment and Management Conference (PSAM16), Honolulu, HI, 2022. (Link)
Michelle Bensi, Katrina Groth, Zeyun Wu, Ray Schneider, Ahmad Al-Douri, Somayeh Mohammadi, Tao Liu, and Camille Levine. “Identifying and Prioritizing Sources of Uncertainty in External Hazard Probabilistic Risk Assessment: Project Activities and Progress.” Proceedings of the 16th Probabilistic Safety Assessment and Management Conference (PSAM16), Honolulu, HI, 2022.
Michelle Bensi, Somayeh Mohammadi, Nilanjana Ghosh, Tao Liu, Camille Levine, Ahmad Al-Douri, Ray Schneider, Zeyun Wu, Katrina Groth, and Zhegang Ma. “Uncertainty in External Hazard Probabilistic Risk Assessment (PRA): A Structured Taxonomy.” Proceedings of the 16th Probabilistic Safety Assessment and Management Conference (PSAM16), Honolulu, HI, 2022.
Austin D. Lewis and Katrina M. Groth. “Impact of Complex Engineering System Data Stream Discretization Techniques on the Performance of DBN-Based Health Assessments.” Proceedings of the 16th Probabilistic Safety Assessment and Management Conference (PSAM16), Honolulu, HI, 2022.
Vincent P. Paglioni, Torrey Mortenson, and Katrina M. Groth. “The Human failure event: What is it and what should it be?” Proceedings of the 16th Probabilistic Safety Assessment and Management Conference (PSAM16), Honolulu, HI, 2022.
Colin Schell, Andres Ruiz-Tagle, Austin D. Lewis, and Katrina M. Groth. “Construction and Verification of a Bayesian Network for Third-Party Excavation Risk Assessment (BaNTERA).” Proceedings of the 16th Probabilistic Safety Assessment and Management Conference (PSAM16), Honolulu, HI, 2022. (Link)
Ramin Moradi, Sergio Cofre-Martel, Enrique Lopez-Droguett, Mohammad Modarres, and Katrina M. Groth. Jun. 2022. “Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems.” Reliability Engineering and System Safety 222, p. 108433. (Link)
Madison West, Ahmad Al-Douri, Kevin Hartmann, William Buttner, and Katrina M. Groth. May 2022. “Critical review and analysis of hydrogen safety data collection tools.” International Journal of Hydrogen Energy 47.40, pp. 17845-17858. (Link)
Ahmad Al-Douri, Madison West, and Katrina M. Groth. “A Foundational Framework for Reliability Data Collection for Hydrogen Systems.” AIChE 2022 Spring Meeting and the 18th Global Congress on Process Safety, San Antonio, TX, Apr. 2022.
Camila Correa-Jullian and Katrina M. Groth. May 2022. “Opportunities and Data Requirements for Data-Driven Prognostics and Health Management in Liquid Hydrogen Storage Systems.” International Journal of Hydrogen Energy 47.6, pp. 18748-18762. (Link)
Vincent P. Paglioni and Katrina M. Groth. Apr. 2022. “Dependency Definitions for Quantitative Human Reliability Analysis.” Reliability Engineering & System Safety 220.4, p. 108274. (Link)
Roohollah Heidary, Jubilee Prasad-Rao, and Katrina M. Groth. Mar. 2022. “Optimal Maintenance Policy for Corroded Oil and Gas Pipelines using Markov Decision Processes.” International Journal of Prognostics and Health Management 13.1. (Link)
Ramin Moradi, Andres Ruiz-Tagle, Enrique Lopez-Droguett, and Katrina M. Groth. Feb. 2022. “Toward a Framework for Risk Monitoring of Complex Engineering Systems with Online Operational Data: A Deep Learning-Based Solution”. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. (Link)
Camila Correa-Jullian and Katrina M. Groth. Jan. 2022. “Data Requirements for Improving the Quantitative Risk Assessment of Liquid Hydrogen Storage Systems.” International Journal of Hydrogen Energy 47.6, pp. 4222-4235. (Link)
2021
Austin D. Lewis and Katrina M. Groth. Dec. 2021. “Classifying Risk Model Performance Metrics.” Society of Risk Analysis Annual Meeting (Dec. 5-10, 2021).
Andres Ruiz-Tagle, Enrique Lopez Droguett, and Katrina M. Groth. Dec. 2021. “Addressing Causal Reasoning for Quantitative Risk Assessment of Engineering Systems: A Bayesian Network Approach.” Society of Risk Analysis Annual Meeting (Dec. 5-10, 2021).
Austin D. Lewis and Katrina M. Groth. Nov. 2021. “Impact of Different Time Discretization Methods on Dynamic Bayesian Network-Based Dynamic Probabilistic Safety Assessments.” Proceedings of the 2021 International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA 2021) (Nov. 7, 2021- Nov. 12, 2021).
Vincent P. Paglioni and Katrina M. Groth. Nov. 2021. “Defining Dependency in HRA.” Proceedings of the 2021 International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA 2021). Nov. 7, 2021.
Andres Ruiz-Tagle, Vincent P. Paglioni, Enrique Lopez-Droguett, and Katrina M. Groth. Nov. 2021. “A Framework to Extrapolate Human Reliability Causal Models from Event Report Narratives.” Proceedings of the 2021 International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA 2021) (Nov. 12, 2020 – Nov. 7, 2021).
Roohollah Heidary and Katrina M. Groth. Oct. 2021. “A hybrid population-based degradation model for pipeline pitting corrosion.” Reliability Engineering & System Safety 214.
Sergio Cofre-Martel, Camila Correa-Jullian, Enrique Lopez Droguett, Katrina M. Groth, and Mohammad Modarres. Sept. 2021. “Defining Degradation States for Diagnosis Classification Models in Real Systems based on Monitoring Data.” Proceedings of the 31st European Safety and Reliability Conference (ESREL2021) (Sept. 19-23, 2021). Angers, France.
Kevin Hartmann, Camila Correa-Jullian, William Buttner, Katrina Groth, and Jacob Thorson. Sept. 2021. “Hydrogen Component Leak Rate Quantification for System Risk and Reliability Assessment through QRA and PHM Frameworks.” Proceedings of the International Conference on Hydrogen Safety (ICHS 2021) (Sept. 21-23, 2021). Edinburg, Scotland.
Stephen Thomas and Katrina M. Groth. Aug 2021. “Toward a hybrid causal framework for autonomous vehicle safety analysis.” Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability.
Austin D. Lewis and Katrina M. Groth. A Multi-Interval Method for Discretizing Continuous-Time Event Sequences (Inproceedings). Proceedings of the Annual Reliability and Maintainability Symposium (RAMS 2021), May 2021, Orlando, FL.
Andres Ruiz-Tagle, Enrique Lopez-Droguett, and Katrina M. Groth. Mar. 2021. “Exploiting the Capabilities of Bayesian Networks for Engineering Risk Assessment: Causal Reasoning through Interventions.” Risk Analysis. (Link)
2020
Ramin Moradi and Katrina M. Groth. Modernizing risk assessment: A systematic integration of PRA and PHM techniques(Journal Article). Reliability Engineering and System Safety 204, 2020. (Links | Tags: Complex systems, Prognostics and health management (PHM), Probabilistic risk assessment, Logic modeling, Deep learning)
Michelle T. Bensi and Katrina M. Groth. On the Value of Data Fusion and Model Integration for Generating Real-time Risk Insights for Nuclear Power(Journal Article). Progress in Nuclear Energy 129. Invited paper, p. 103497. issn: 0149-1970, 2020. (Links | Tags: Online risk assessment, Data analytics, Model integration, Bayesian networks, Data fusion
Roohollah Heidary and Katrina M. Groth. A hybrid model of internal pitting corrosion degradation under changing operational conditions for pipeline integrity management(Journal Article). Structural Health Monitoring 19 (4), pp. 1075-1091, 2020. (Links | Tags: Data fusion, augmented particle filtering, pipeline integrity management, prognostics and health management, pitting corrosion)
Austin D. Lewis and Katrina M. Groth. A Dynamic Bayesian Network Structure for Joint Diagnostics and Prognostics of Complex Engineering Systems (Journal Article). Algorithms 13.3. Special Issue Bayesian Networks: Inference Algorithms, Applications, and Software Tools, pp. 64+, 2020. (Links | Tags: dynamic Bayesian networks, prognostics and health management, complex engineering systems, causal modeling, risk assessment, safety monitoring)
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, 2020. (Links | BibTeX | Tags: Artificial intelligence, Decision support systems, dynamic Bayesian Networks, Dynamic Probabilistic risk assessment)
Heidary, R. and Groth, Katrina M. A Hybrid Model of Internal Pitting Corrosion Degradation Under Changing Operational Conditions for Pipeline Integrity Management (Journal Article) Structural Health Monitoring, 2020. (Links | BibTeX | Tags: data fusion, prognostics and health management)
Seyed Fouad Karimian, Ramin Moradi, Sergio Cofre-Martel, Katrina M. Groth and Mohammad Modarres. Neural Network and Particle Filtering: A Hybrid Framework for Crack Propagation Prediction (Inproceedings). SHM-NDT 2020 (International Symposium on Structural Health Monitoring and Nondestructive Testing), Nov. 2020, Quebec City, Canada.
Camila Correa-Jullian and Katrina M. Groth. Liquid Hydrogen Storage System FMEA and Data Requirements for Risk Analysis (Inproceedings). Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference (ESREL2020/PSAM15), Nov. 2020, Venice, Italy.
Ramin Moradi, Andres Ruiz-Tagle Palazuelos, Katrina Groth, and Enrique Lopez Droguett. Towards a Framework for Risk Monitoring of Complex Engineering Systems with Online Operation Data: A Deep Learning Based Solution (Inproceedings) Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference (ESREL2020/PSAM15), Nov. 2020, Venice, Italy.
Vincent P. Paglioni and Katrina M. Groth. Unified Definitions for Dependency in Quantitative Human Reliability Analysis (Inproceedings) Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference (ESREL2020/PSAM15), Nov. 2020. Venice, Italy.
Andres Ruiz-Tagle Palazuelos, Enrique Lopez Droguett, and Katrina Groth. A System-Level Prognostics and Health Management Framework Based on Graph Convolutional Networks (Inproceedings) Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference (ESREL2020/PSAM15), Nov. 2020, Venice, Italy.
Ramin Moradi and Katrina M. Groth. On the application of transfer learning in prognostics and health management (Inproceedings) Proceedings of the Annual Conference of the PHM Society, Nov. 2020. (Links | Tags: PHM, Transfer Learning, Deep Learning, Diagnostics)
2019
Moradi, Ramin and Groth, Katrina M. Hydrogen Storage and delivery: Review of the state of the art technologies and risk and reliability analysis (Journal Article). International Journal of Hydrogen Energy, 44(23), pp. 12254-12269, 2019. (Links | BibTeX)
Ibisoglu, Fatmagul and Groth, Katrina M. Methods for Dependency between Human Failure Events in Human Reliability Analysis: An Overview of the State-of-the-Art (Inproceedings) Proceedings of the 29th European Safety and Reliability Conference (ESREL 19), Hannover, Germany, 2019. (BibTeX)
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)
Lewis, A. and Groth, K.M. A review of methods for discretizing continuous-time accident sequences (Inproceedings) Proceedings of the 29th European Safety and Reliability Conference (ESREL 2019), Hannover, Germany, 2019. (BibTeX | Tags: dynamic Bayesian Network, time series, time discretization, accident sequence simulation)
2018
Brost, Randy, C., Carrier, Erin E., Carroll, Michelle J., Groth, Katrina M., Kegelmeyer, Philip W., Leung, Vitus J., et al. Adverse event prediction using graph-augmented temporal analysis: Final report (Technical Report) Sandia National Laboratories (No. SAND2018-11123), 2018. (Links | BibTeX)
Groth, Katrina and Bensi, Michelle Commentary on use of model-augmented data analytics for improved operational efficiency of nuclear power plants (Inproceedings) Proceedings of the 14th Probabilistic Safety Assessment and Management Conference (PSAM 14), Los Angeles, CA, 2018. (Links | BibTeX | Tags: big data)
Groth, Katrina M. A framework for using SACADA to enhance the qualitative and quantitative basis of HRA (Inproceedings) Proceedings of the 14th Probabilistic Safety Assessment and Management Conference (PSAM 14), Los Angeles, CA, 2018 (Links | BibTeX | Tags: Bayesian Networks, Bayesian updating)
Heidary, Roohollah, Groth, Katrina, Modarres, Mohammad Fusing more frequent and accurate structural damage information from one location to assess damage at another location with less information (Inproceedings) Proceedings of the 14th Probabilistic Safety Assessment and Management Conference (PSAM 14), Los Angeles, CA, 2018. (Links | BibTeX | Tags: corrosion, data fusion)
Heidary, Roohollah, Gabriel, Steven A., Modarres, Mohammad, Groth, Katrina M., Vahdati, Nader A Review of data-driven oil and gas pipeline pitting corrosion growth models applicable for prognostic and health management (Journal Article) International Journal of Prognostics and Health Management, 9(1), pp.1-13, 2018. (BibTeX | Tags: corrosion, prognostic and health management)
Heidary, Roohollah, Groth, Katrina M, Modarres, Mohammad, Vahdati, Nader Finding optimal maintenance policy for pipeline corrosion using data fusion (Inproceedings) Rdpetro 2018: Research and development petroleum conference and exhibition, Abu Dhabi, UAE, 2018. (Links | BibTeX | Tags: corrosion, data fusion)
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)
2017
LaFleur, Chris B, Muna, Alice B, Groth, Katrina M, Pierre, Matthew St., Shurland, Melissa Failure analysis of LNG rail locomotives (Inproceedings) Proceedings of the 2017 Joint Rail Conference (JRC2017), The American Society of Mechanical Engineers (ASME), Philadelphia, PA, 2017. (Links | BibTeX | Tags: natural gas, transportation safety)
Groth, Katrina M., Hecht, Ethan S. HyRAM: A methodology and toolkit for Quantitative Risk Assessment of hydrogen systems (Journal Article) International Journal of Hydrogen Energy, 42 (11), pp. 7485-7493, 2017. (Links | BibTeX | Tags: codes and standards, hydrogen, Hydrogen safety, HyRAM, Quantitative risk assessment (QRA))
Groth, Katrina M., Hecht, Ethan S., Reynolds, John T., Blaylock, Myra L., Carrier, Erin E. Methodology for assessing the safety of Hydrogen Systems: HyRAM 1.1 technical reference manual (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2017-2998), 2017. (BibTeX | Tags: hydrogen, Hydrogen safety, HyRAM, Quantitative risk assessment (QRA), software)
LaFleur, A. C., Muna, A. B., Groth, K. M. Application of quantitative risk assessment for performance-based permitting of hydrogen fueling stations (Journal Article) International Journal of Hydrogen Energy, 42 (11), pp. 7529-7535, 2017. (Links | BibTeX | Tags: codes and standards, hydrogen, Hydrogen safety, infrastructure, Performance based design (PBD), Quantitative risk assessment (QRA))
Marchi, San C., Hecht, E. S., Ekoto, I. W., Groth, K. M., LaFleur, C., Somerday, B. P., Mukundan, R., Rockward, T., Keller, J., James, C. W. Overview of the DOE hydrogen safety, codes and standards program, part 3: Advances in Research and Development to Enhance the Scientific Basis for Hydrogen regulations, Codes and Standards (Journal Article) International Journal of Hydrogen Energy, 42 (11), pp. 7263-7274, 2017. (Links | BibTeX | Tags: codes and standards, hydrogen, Hydrogen safety, HyRAM, Quantitative risk assessment (QRA))
Skjold, T., Siccama, D., Hisken, H., Brambilla, A., Middha, Prankul, Groth, K. M., LaFleur, A. C. 3D Risk management for hydrogen installations (Journal Article) International Journal of Hydrogen Energy, 42 (11), pp. 7721-7730, 2017. (Links | BibTeX | Tags: hydrogen, Hydrogen safety, HyRAM, infrastructure, Quantitative risk assessment (QRA))
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))
LaFleur, Chris A., Groth, Katrina M., Liao, Huafei, Lopez, Carlos, Muna, Alice B. LNG Safety Assessment Evaluation Methods (Technical Report) Federal Railroad Administration (DOT/FRA/ORD-16/25), 2016. (Links | BibTeX | Tags: natural gas, safety assessments)
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)
Groth, Katrina M., Zumwalt, Hannah R., Clark, Andrew J. HyRAM V1.0 User Guide (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2016-3385 R), 2016. (BibTeX | Tags: hydrogen, Hydrogen safety, HyRAM, infrastructure, software, transportation safety)
Keller, Jay, Hill, Laura, Kiuru, Kristian, Groth, Katrina, Hecht, Ethan, James, Will, Jordan, Thomas HySafe research priorities workshop report (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2016-2644), 2016. (BibTeX | Tags: codes and standards, hydrogen, Hydrogen safety, Quantitative risk assessment (QRA), transportation safety)
Groth, Katrina M., Hecht, Ethan, Reynolds, John T., Blaylock, Myra L., Ekoto, Isaac W., Walkup, Gregory W. HyRAM (Hydrogen Risk Assessment Models), Version 1.0 (Miscellaneous) Software, 2016, (Software available at http://hyram.sandia.gov). (BibTeX | Tags: hydrogen, Hydrogen safety, HyRAM, infrastructure, Performance based design (PBD), Quantitative risk assessment (QRA), software, transportation safety)
Sandia’s HyRAM toolkit to assess hydrogen risk now available (Journal Article) Fuel Cells Bulletin, 2016 (5), pp. 9 – 10, 2016, ISSN: 1464-2859. (Links | BibTeX | Tags: hydrogen, Hydrogen safety, HyRAM, Performance based design (PBD), Quantitative risk assessment (QRA), software)
2015
Liao, Huafei, Groth, Katrina, Stevens-Adams, Susan Challenges in Leveraging Existing Human Performance Data for Quantifying the IDHEAS HRA Method (Journal Article) Reliability Engineering & System Safety, 144 , pp. 159-169, 2015. (Links | BibTeX | Tags: human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs), Probabilistic Risk Assessment (PRA))
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)
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))
Groth, Katrina M., Hecht, Ethan S., Reynolds, John T. Methodology for assessing the safety of Hydrogen Systems: HyRAM 1.0 technical reference manual (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2015-10216), 2015. (BibTex | Tags: hydrogen, Hydrogen safety, HyRAM, infrastructure, Quantitative risk assessment (QRA), software, transportation safety)
Groth, K. M., Hecht, E. S. HyRAM: A methodology and toolkit for Quantitative Risk Assessment of Hydrogen Systems (Inproceedings) Proceedings of the International Conference on Hydrogen Safety (ICHS 2015), Yokohama, Japan, 2015. (BibTeX | Tags: hydrogen, Hydrogen safety, HyRAM, infrastructure, Quantitative risk assessment (QRA), software, transportation safety)
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)
LaFleur, A. C., Muna, A. B., Groth, K. M. Application of Quantitative Risk Assessment for Performance-Based Permitting of Hydrogen Fueling Stations (Inproceedings) Proceedings of the International Conference on Hydrogen Safety (ICHS 2015), Yokohama, Japan, 2015. (BibTeX | Tags: codes and standards, hydrogen, Hydrogen safety, infrastructure, Performance based design (PBD), Quantitative risk assessment (QRA), safety assessments)
Marchi, San C., Hecht, E. S., Ekoto, I. W., Groth, K. M., LaFleur, C., Somerday, B. P., Mukundan, R., Rockward, T. Advances in research and development to enhance the scientific basis for hydrogen regulations, codes, and standards. (Inproceedings) Proceedings of the International Conference on Hydrogen Safety (ICHS 2015), Yokohama, Japan, 2015. (BibTeX | Tags: codes and standards, hazard identification, hydrogen, Hydrogen safety, HyRAM, infrastructure, Quantitative risk assessment (QRA), transportation safety)
Schneider, Jesse, Dang-Nhu, Guy, Hart, Nick, Groth, Katrina ISO 19880-1, Hydrogen Fueling Station and Vehicle Interface Safety Technical Report (Inproceedings) Proceedings of the International Conference on Hydrogen Safety (ICHS 2015), Yokohama, Japan, 2015. (BibTeX | Tags: codes and standards, hydrogen, Hydrogen safety, infrastructure, Quantitative risk assessment (QRA), transportation safety)
Skjold, T., Siccama, D., Hisken, H., Brambilla, A., Middha, Prankul, Groth, K. M., LaFleur, A. C. 3D Risk management for hydrogen installations (Hy3DRM) (Inproceedings) Proceedings of the International Conference on Hydrogen Safety (ICHS 2015), Yokohama, Japan, 2015. (BibTeX | Tags: hazard identification, hydrogen, Hydrogen safety, HyRAM, infrastructure, Quantitative risk assessment (QRA), software, transportation safety)
Groth, Katrina M. HyRAM Factsheet (Booklet) SAND 2015-8003 M, Albuquerque, NM, 2015. (BibTeX | Tags: hydrogen, Hydrogen safety, HyRAM, software)
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)
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)
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)
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))
LaFleur, Chris A., Muna, Alice B., Groth, Katrina M. Fire Protection Engineering Design Brief Template: Hydrogen Refueling Station (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2015-4500), 2015.(BibTeX | Tags: codes and standards, hazard identification, hydrogen, Hydrogen safety, infrastructure, Performance based design (PBD), safety assessments, 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., Hannigan, Francis P., Liao, Huafei, Wheeler, Timothy A. Report on Review of Waste Package Reliability Estimates for Geologic Disposal (Technical Report) Sandia National Laboratories (FCRD-UFD-2015-000714), 2015. (BibTeX | Tags: failure analysis, nuclear power, safety assessments, transportation safety)
Denman, Matthew R., Groth, Katrina M., Cardoni, Jeff, Wheeler, Tim Risk Management for Sodium Fast Reactors (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2015-0542), 2015. (BibTeX | Tags: Artificial intelligence, Bayesian Networks, Dynamic PRA, nuclear power, Probabilistic risk assessment (PRA), risk-informed procedures)
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
Sallaberry, Cedric J., Groth, Katrina M. Uncertainty and Lack of Knowledge Exchange Series Group (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2014-19926 O), 2014. (BibTeX | Tags: safety assessments, uncertainty)
Ekoto, Isaac W., Hecht, Ethan, Marchi, Chris San, Groth, Katrina M., LaFleur, Christine A., Natesan, Nitin, Ciotti, Michael, Harris, Aaron Liquid Hydrogen Release and Behavior Modeling: State-of-the-Art Knowledge Gaps and Research Needs for Refueling Infrastructure Safety (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2014-18776), 2014.(BibTeX | Tags: hazard identification, hydrogen, Hydrogen safety, infrastructure, Quantitative risk assessment (QRA), transportation safety)
Groth, Katrina M. CPLOAS2 V2.10 Verification Report (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2014-16321), 2014.(BibTeX | Tags: failure analysis, safety assessments, software, uncertainty)
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., Tchouvelev, Andrei V. A toolkit for integrated deterministic and probabilistic risk assessment for hydrogen infrastructure (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 12), Honolulu, HI, 2014. (BibTeX | Tags: codes and standards, hydrogen, Hydrogen safety, HyRAM, infrastructure, Quantitative risk assessment (QRA), software, transportation safety)
Tchouvelev, Andrei V., Groth, Katrina M., Benard, Pierre, Jordan, Thomas A Hazard Assessment Toolkit For Hydrogen Applications (Inproceedings) Proceedings of the 20th World Hydrogen Energy Conference (WHEC 2014), Gwangju, S. Korea, 2014. (BibTeX | Tags: codes and standards, hazard identification, hydrogen, Hydrogen safety, infrastructure, Quantitative risk assessment (QRA), software, transportation safety)
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)
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
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)
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)
Groth, Katrina M., LaChance, Jeffrey L., Harris, Aaron P. Design-stage QRA for indoor vehicular hydrogen fueling systems (Inproceedings) Proceedings of the European Society for Reliability Annual Meeting (ESREL 2013), Amsterdam, 2013. (BibTeX | Tags: codes and standards, hydrogen, Hydrogen safety, Quantitative risk assessment (QRA), transportation safety)
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, Harris, Aaron Hydrogen Quantitative Risk Assessment Workshop Proceedings (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2013-7888), 2013. (BibTeX | Tags: hydrogen, Hydrogen safety, infrastructure, Quantitative risk assessment (QRA), transportation safety)
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)
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)
2012
Groth, Katrina M., Mosleh, Ali A data-informed PIF hierarchy for model-based Human Reliability Analysis (Journal Article) Reliability Engineering and System Safety, 108 , pp. 154-174, 2012. (Links | BibTeX | Tags: causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
Groth, Katrina M., LaChance, Jeffrey L., Harris, Aaron P. Early-Stage Quantitative Risk Assessment to Support Development of Codes and Standard Requirements for Indoor Fueling of Hydrogen Vehicles (Technical Report) Sandia National Laboratories Albuquerque, NM, (SAND2012-10150), 2012. (BibTeX | Tags: codes and standards, hydrogen, Hydrogen safety, Quantitative risk assessment (QRA), transportation safety)
LaChance, Jeffrey L., Middleton, Bobby, Groth, Katrina M. Comparison of NFPA and ISO approaches for evaluating separation distances (Journal Article) International Journal of Hydrogen Energy, 37 (22), pp. 17488-17496, 2012, ISSN: 0360-3199, (HySafe 1). (Links | BibTeX | Tags: codes and standards, hydrogen, Hydrogen safety, Quantitative risk assessment (QRA))
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., LaChance, Jeffrey L. Risks associated with hydrogen indoor refueling (Conference) Proceedings of the 19th World Hydrogen Energy Conference (WHEC 2012), Toronto, ON, Canada, 2012. (BibTeX | Tags: hazard identification, hydrogen, Hydrogen safety, infrastructure, Quantitative risk assessment (QRA))
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, crew failure modes, human error, Human Reliability Analysis (HRA), nuclear power)
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, crew failure modes, 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, crew failure modes, Human Reliability Analysis (HRA), nuclear power)
Groth, Katrina M. Bayesian Networks: Decision support for complex systems (Booklet) SAND2012-10866P, 2012. (BibTeX | Tags: Bayesian Networks, Decision support systems)
2011
LaChance, J L, Middleton, B, Groth, K. M. Comparison of NFPA and ISO Approaches for Evaluating Separation Distances (Inproceedings) Proceedings of the International Conference on Hydrogen Safety (ICHS 2011), San Francisco, CA, 2011. (BibTeX | Tags: codes and standards, hazard identification, hydrogen, Hydrogen safety, infrastructure, Quantitative risk assessment (QRA))
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))
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)
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))
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, 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))
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)
Groth, Katrina, Zhu, Dongfeng, Mosleh, Ali Hybrid Methodology and Software Platform for Probabilistic Risk Assessment (Inproceedings) Proceedings of the Annual Reliability and Maintainability Symposium (RAMS 2008), Las Vegas, NV, 2008. (Links | BibTeX | Tags: Bayesian Networks, hazard identification, Probabilistic risk assessment (PRA), Quantitative risk assessment (QRA), software)
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)
Kashiwagi, Takashi, Du, Fangming, Winey, Karen I., Groth, Katrina M., Shields, John R., Bellayer, Severine P., Kim, Hansoo, Douglas, Jack F. Flammability properties of polymer nanocomposites with single-walled carbon nanotubes: effects of nanotube dispersion and concentration (Journal Article) Polymer, 46 (2), pp. 471-481, 2005. (Links | BibTeX | Tags: Carbon nanotube)
2004
Kashiwagi, Takashi, Du, Fangming, Winey, Karen I., Groth, Katrina M., Shields, John R., Harris, Richard H., Douglas, Jack F. Flammability properties of PMMA-single walled carbon nanotube nanocomposites (Inproceedings) Proceedings of the 228th American Chemical Society National Meeting (ACS), American Chemical Society Philadelphia, PA, 2004. (Links | BibTeX | Tags: Carbon nanotube)
Kashiwagi, Takashi, Grulke, Eric, Hilding, Jenny, Groth, Katrina, Harris, Richard, Butler, Kathryn, Shields, John, Kharchenko, Semen, Douglas, Jack Thermal and flammability properties of polypropylene/carbon nanotube nanocomposites (Journal Article) Polymer, 45 (12), pp. 4227-4239, 2004. (Links | BibTeX | Tags: Carbon nanotube)
