The Model Analyst's Toolkit: Scientific Model Development, Analysis, and Validation

Abstract

The proposed research effort builds on and extends the work of the previous ONR-funded Validation Coverage Toolkit for HSCB Models project. The overall objectives of the ongoing research program are: Help scientists create, analyze, refine, and validate rich scientific models Help computational scientists verify the correctness of their implementations of those models Help users of scientific models, including decision makers within the US Navy, to use those models correctly and with confidence Use a combination of human-driven data visualization and analysis, automated data analysis, and machine learning to leverage human expertise in model building with automated analyses of complex models against large datasets

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Document Details

Document Type
Technical Report
Publication Date
Feb 20, 2014
Accession Number
ADA601428

Entities

People

  • Scott N. Reilly

Tags

Communities of Interest

  • Autonomy
  • Engineered Resilient Systems

DTIC Thesaurus Topics

  • Abstracts
  • Application Software
  • Change Detection
  • Computer Science
  • Correlation Analysis
  • Data Analysis
  • Data Mining
  • Data Sets
  • Data Visualization
  • Governments
  • Information Science
  • Machine Learning
  • Military Research
  • Models
  • Pattern Recognition
  • Political Science
  • Validation

Fields of Study

  • Computer science

Readers

  • Distributed Systems and Data Platform Development
  • Software Engineering.
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.

Technology Areas

  • AI & ML