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

Abstract

The effort builds on and extends the work of the previous ONR-funded Validation Coverage Toolkit for HSCB Models project. The overall objectives of the 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
Aug 20, 2015
Accession Number
ADA624198

Entities

People

  • Scott N. Reilly

Tags

Communities of Interest

  • Autonomy
  • Engineered Resilient Systems

DTIC Thesaurus Topics

  • Algorithms
  • Application Software
  • Big Data
  • Correlation Analysis
  • Data Analysis
  • Data Mining
  • Data Sets
  • Data Visualization
  • Fuel Consumption
  • Information Science
  • Machine Learning
  • Natural Gas
  • Natural Resources
  • Political Science
  • Probabilistic Models
  • Social Sciences
  • User Interface

Fields of Study

  • Computer science

Readers

  • Agent-Based Social Robotics and Mobile-Assisted Learning in Virtual Environments.
  • Computational Modeling and Simulation
  • Research Science/Academic Research

Technology Areas

  • AI & ML