Hybrid causal methodology and software platform for probabilistic risk assessment and safety monitoring of socio-technical systems. - Katrina M. Groth; Chengdong Wang; Ali Mosleh 001 (Reliab. Eng. Syst. Saf., 2010)

A data-informed PIF hierarchy for model-based Human Reliability Analysis. - Katrina M. Groth; Ali Mosleh 001 (Reliab. Eng. Syst. Saf., 2012)

Bridging the gap between HRA research and HRA practice: A Bayesian network version of SPAR-H. - Katrina M. Groth; Laura Painton Swiler (Reliab. Eng. Syst. Saf., 2013)

A Bayesian method for using simulator data to enhance human error probabilities assigned by existing HRA methods. - Katrina M. Groth; Curtis L. Smith; Laura Painton Swiler (Reliab. Eng. Syst. Saf., 2014)

Challenges in leveraging existing human performance data for quantifying the IDHEAS HRA method. - Huafei Liao; Katrina M. Groth; Susan M. Stevens-Adams (Reliab. Eng. Syst. Saf., 2015)

A Dynamic Bayesian Network for Diagnosing Nuclear Power Plant Accidents. - Thomas B. Jones; Michael C. Darling; Katrina M. Groth; Matthew R. Denman; George F. Luger (FLAIRS, 2016)

Capturing cognitive causal paths in human reliability analysis with Bayesian network models. - Kilian Zwirglmaier; Daniel Straub; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2017)

Intelligent Modeling for Nuclear Power Plant Accident Management. - Michael C. Darling; George F. Luger; Thomas B. Jones; Matthew R. Denman; Katrina M. Groth (Int. J. Artif. Intell. Tools, 2018)

A hybrid algorithm for developing third generation HRA methods using simulator data, causal models, and cognitive science. - Katrina M. Groth; Reuel Smith; Ramin Moradi (Reliab. Eng. Syst. Saf., 2019)

A Dynamic Bayesian Network Structure for Joint Diagnostics and Prognostics of Complex Engineering Systems. - Austin D. Lewis; Katrina M. Groth (Algorithms, 2020)

On the application of transfer learning in prognostics and health management. - Ramin Moradi; Katrina M. Groth (CoRR, 2020)

Modernizing risk assessment: A systematic integration of PRA and PHM techniques. - Ramin Moradi; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2020)

A hybrid population-based degradation model for pipeline pitting corrosion. - Roohollah Heidary; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2021)

Metrics for evaluating the performance of complex engineering system health monitoring models. - Austin D. Lewis; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2022)

Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems. - Ramin Moradi; Sergio Cofre-Martel; Enrique López Droguett; Mohammad Modarres; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2022)

Dependency definitions for quantitative human reliability analysis. - Vincent P. Paglioni; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2022)

A novel probabilistic approach to counterfactual reasoning in system safety. - Andres Ruiz-Tagle; Enrique López Droguett; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2022)

BaNTERA: A Bayesian Network for Third-Party Excavation Risk Assessment. - Andres Ruiz-Tagle; Austin D. Lewis; Colin A. Schell; Ernest Lever; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2022)

Identifying human failure events (HFEs) for external hazard probabilistic risk assessment. - Ahmad Al-Douri; Camille S. Levine; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2023)

A comparison of DBN model performance in SIPPRA health monitoring based on different data stream discretization methods. - Austin D. Lewis; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2023)

Identifying human failure events for human reliability analysis: A review of gaps and research opportunities. - Camille S. Levine; Ahmad Al-Douri; Vincent P. Paglioni; Michelle Bensi; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2024)

Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future. - Indranil Hazra; Matthew J. Weiner; Ruochen Yang; Arko Chatterjee; Joseph Southgate; Katrina M. Groth; Shapour Azarm (J. Comput. Inf. Sci. Eng., 2024)

On a Sampling-Based Method for Multi-Objective Robust Optimization. - Elizabeth Jordan; Arko Chatterjee; Ruochen Yang; Katrina M. Groth; Shapour Azarm (J. Comput. Inf. Sci. Eng., 2025)

Hydrogen impact on transmission pipeline risk: Probabilistic analysis of failure causes. - Ruochen Yang; Colin A. Schell; Dhruva Rayasam; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2025)