DATAWorks Themes Archive

1: Verification, Validation, and Uncertainty Quantification

These sessions will focus on model verification and validation including case study examples as well as the use of physics and computational based modeling and simulation to benefit system evaluation.

2: Data Integration and Sequential Testing

These sessions will focus on integrating, to the extent possible all available information, including previous test outcomes, to sequentially update and refine future testing.

3: Autonomy, Artificial Intelligence, Machine Learning

These sessions will focus on introducing new tools for evaluating how operators interact with autonomous systems and demonstrate how members of the defense and aerospace communities have applied statistical approaches to evaluate autonomous system performance.

4: Data Curation and Engineering

These sessions will focus on best practices for storing, curating, cleaning and making data ready for analysis.

5: Improving System Cybersecurity

These sessions will focus on methods for evaluating cyber survivability, specifically cyber-attack resiliency for weapon systems.

6: Human-System Integration

These sessions demonstrate the importance of human-centered design in defense and aerospace systems and introduce the range of test design and statistical methods available for evaluating human-system integration.

1: Statistical Engineering for Defense and Aerospace

2: Statistical Engineering for Defense and Aerospace

3: Humans are Part of the System: Implications for Test Planning and Analysis

4: Rigorous Use of Modeling and Simulation

5: Statistical Engineering for Autonomous Systems

6: Data Science

1: Improving Computational Modeling: CFD Vision 2030

This session will focus on the statistics in improving existing and developing new computational modeling capabilities.

2: Experimental Design Methods for System Design and Characterization

This session will focus on the value of a structured experimental design process in both the design and evaluation of systems.

3: Statistical Engineering for Defense and Aerospace

This session will include cases studies that illustrate how straightforward statistical approaches linked together in the right way and targeted towards answering the right question can be useful in addressing the complex data and design challenges in defense and aerospace.

4: Rigorous Use of Modeling and Simulation

This session will focus on the use of physics and computational based modeling and simulation to benefit system evaluation and group/flight/live testing.

5: Improving System Reliability and Reliability Test Planning

This session will focus on advanced techniques in testing long term system reliability.

6: Humans are Part of the System: Implications for test planning and analysis.

This session will focus on the design and test methods for assessing the coupled interaction of the human and the system.