Katrina M. Groth

25 papers Misc 1Journal 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bayesian network model for assessing hydrogen ignition probability.
Reliab. Eng. Syst. Saf.
Federica Tamburini, Samantha E. Wismer, Valerio Cozzani, Katrina M. Groth
2025 J jnl
Hydrogen impact on transmission pipeline risk: Probabilistic analysis of failure causes.
Reliab. Eng. Syst. Saf.
Ruochen Yang, Colin A. Schell, Dhruva Rayasam, Katrina M. Groth
2025 J jnl
On a Sampling-Based Method for Multi-Objective Robust Optimization.
J. Comput. Inf. Sci. Eng.
Elizabeth Jordan, Arko Chatterjee, Ruochen Yang, Katrina M. Groth, Shapour Azarm
2024 J jnl
Identifying human failure events for human reliability analysis: A review of gaps and research opportunities.
Reliab. Eng. Syst. Saf.
Camille S. Levine, Ahmad Al-Douri, Vincent P. Paglioni, Michelle Bensi, Katrina M. Groth
2024 J jnl
Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future.
J. Comput. Inf. Sci. Eng.
Indranil Hazra, Matthew J. Weiner, Ruochen Yang, Arko Chatterjee, Joseph Southgate, Katrina M. Groth, Shapour Azarm
2023 J jnl
A comparison of DBN model performance in SIPPRA health monitoring based on different data stream discretization methods.
Reliab. Eng. Syst. Saf.
Austin D. Lewis, Katrina M. Groth
2023 J jnl
Identifying human failure events (HFEs) for external hazard probabilistic risk assessment.
Reliab. Eng. Syst. Saf.
Ahmad Al-Douri, Camille S. Levine, Katrina M. Groth
2022 J jnl
A novel probabilistic approach to counterfactual reasoning in system safety.
Reliab. Eng. Syst. Saf.
Andres Ruiz-Tagle, Enrique López Droguett, Katrina M. Groth
2022 J jnl
BaNTERA: A Bayesian Network for Third-Party Excavation Risk Assessment.
Reliab. Eng. Syst. Saf.
Andres Ruiz-Tagle, Austin D. Lewis, Colin A. Schell, Ernest Lever, Katrina M. Groth
2022 J jnl
Dependency definitions for quantitative human reliability analysis.
Reliab. Eng. Syst. Saf.
Vincent P. Paglioni, Katrina M. Groth
2022 J jnl
Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems.
Reliab. Eng. Syst. Saf.
Ramin Moradi, Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres, Katrina M. Groth
2022 J jnl
Metrics for evaluating the performance of complex engineering system health monitoring models.
Reliab. Eng. Syst. Saf.
Austin D. Lewis, Katrina M. Groth
2021 J jnl
A hybrid population-based degradation model for pipeline pitting corrosion.
Reliab. Eng. Syst. Saf.
Roohollah Heidary, Katrina M. Groth
2020 J jnl
A Dynamic Bayesian Network Structure for Joint Diagnostics and Prognostics of Complex Engineering Systems.
Algorithms
Austin D. Lewis, Katrina M. Groth
2020 J jnl
Modernizing risk assessment: A systematic integration of PRA and PHM techniques.
Reliab. Eng. Syst. Saf.
Ramin Moradi, Katrina M. Groth
2020 J jnl
On the application of transfer learning in prognostics and health management.
CoRR
Ramin Moradi, Katrina M. Groth
2019 J jnl
A hybrid algorithm for developing third generation HRA methods using simulator data, causal models, and cognitive science.
Reliab. Eng. Syst. Saf.
Katrina M. Groth, Reuel Smith, Ramin Moradi
2018 J jnl
Intelligent Modeling for Nuclear Power Plant Accident Management.
Int. J. Artif. Intell. Tools
Michael C. Darling, George F. Luger, Thomas B. Jones, Matthew R. Denman, Katrina M. Groth
2017 J jnl
Capturing cognitive causal paths in human reliability analysis with Bayesian network models.
Reliab. Eng. Syst. Saf.
Kilian Zwirglmaier, Daniel Straub, Katrina M. Groth
2016 Misc conf
A Dynamic Bayesian Network for Diagnosing Nuclear Power Plant Accidents.
FLAIRS
Thomas B. Jones, Michael C. Darling, Katrina M. Groth, Matthew R. Denman, George F. Luger
2015 J jnl
Challenges in leveraging existing human performance data for quantifying the IDHEAS HRA method.
Reliab. Eng. Syst. Saf.
Huafei Liao, Katrina M. Groth, Susan M. Stevens-Adams
2014 J jnl
A Bayesian method for using simulator data to enhance human error probabilities assigned by existing HRA methods.
Reliab. Eng. Syst. Saf.
Katrina M. Groth, Curtis L. Smith, Laura Painton Swiler
2013 J jnl
Bridging the gap between HRA research and HRA practice: A Bayesian network version of SPAR-H.
Reliab. Eng. Syst. Saf.
Katrina M. Groth, Laura Painton Swiler
2012 J jnl
A data-informed PIF hierarchy for model-based Human Reliability Analysis.
Reliab. Eng. Syst. Saf.
Katrina M. Groth, Ali Mosleh
2010 J jnl
Hybrid causal methodology and software platform for probabilistic risk assessment and safety monitoring of socio-technical systems.
Reliab. Eng. Syst. Saf.
Katrina M. Groth, Chengdong Wang, Ali Mosleh