Katrina M. Groth

According to our database, Katrina M. Groth authored at least 20 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., August, 2023

Identifying human failure events (HFEs) for external hazard probabilistic risk assessment.

Ahmad Al-Douri, Camille S. Levine, Katrina M. Groth

Reliab. Eng. Syst. Saf., July, 2023

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

A novel probabilistic approach to counterfactual reasoning in system safety.

Andres Ruiz-Tagle, Enrique López Droguett, 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

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

Metrics for evaluating the performance of complex engineering system health monitoring models.

Austin D. Lewis, Katrina M. Groth

Reliab. Eng. Syst. Saf., 2022

2021

A hybrid population-based degradation model for pipeline pitting corrosion.

Roohollah Heidary, Katrina M. Groth

Reliab. Eng. Syst. Saf., 2021

2020

Modernizing risk assessment: A systematic integration of PRA and PHM techniques.

Ramin Moradi, Katrina M. Groth

Reliab. Eng. Syst. Saf., 2020

On the application of transfer learning in prognostics and health management.

Ramin Moradi, Katrina M. Groth

CoRR, 2020

A Dynamic Bayesian Network Structure for Joint Diagnostics and Prognostics of Complex Engineering Systems.

Austin D. Lewis, Katrina M. Groth

Algorithms, 2020

2019

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

2018

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

2017

Capturing cognitive causal paths in human reliability analysis with Bayesian network models.

Kilian Zwirglmaier, Daniel Straub, Katrina M. Groth

Reliab. Eng. Syst. Saf., 2017

2016

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

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

2015

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

2014

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

2013

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

2012

A data-informed PIF hierarchy for model-based Human Reliability Analysis.

Katrina M. Groth, Ali Mosleh

Reliab. Eng. Syst. Saf., 2012

2010

Hybrid causal methodology and software platform for probabilistic risk assessment and safety monitoring of socio-technical systems.

Katrina M. Groth, Chengdong Wang, Ali Mosleh

Reliab. Eng. Syst. Saf., 2010