DATAWorks 2020: A Notional Case Study of Uncertainty Analysis in Live Fire Modeling and Simulation

Abstract

A vulnerability assessment, which evaluates the ability of an armored combat vehicle and its crew to withstand the damaging effects of an anti-armor weapon, presents a unique challenge. Since there are many areas that need to be assessed on the vehicle and testing is destructive, this limits the number of full-up, system-level tests to quantities that generally do not support meaningful statistical inference.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 2020
Accession Number
AD1099457

Entities

People

  • Heather M. Wojton
  • Mark A. Couch
  • Rebecca Medlin
  • Thomas H. Johnson

Organizations

  • Institute for Defense Analyses

Tags

Communities of Interest

  • Weapons Technologies

DTIC Thesaurus Topics

  • Airburst
  • Case Studies
  • Combat Vehicles
  • Computer Simulations
  • Data Science
  • Department Of Defense
  • Experimental Design
  • Gaussian Processes
  • Ground Vehicles
  • Information Science
  • Mathematical Analysis
  • Probability
  • Residuals
  • Security
  • Simulations
  • Statistical Analysis
  • Statistical Inference
  • Statistics
  • Test And Evaluation
  • Uncertainty
  • Vehicles
  • Vulnerability

Readers

  • Computational Modeling and Simulation
  • Military Science
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference