Sequential Designs for Sensitivity Testing and Computer Experiments

Abstract

An experimental design is a plan for conducting experiments to extract maximum information from the system under investigation with minimum investment of time and resources. Sequential designs help to further reduce the cost and time by intelligently choosing the experimental settings based on the data from the previous experiments. The major goals of this project are 1. To develop improved methods for sensitivity testing. 2. To develop sequential maximum projection and related experimental designs for computer experiments.

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Document Details

Document Type
Technical Report
Publication Date
Dec 22, 2021
Accession Number
AD1205381

Entities

People

  • Chien-fu J. Wu
  • Roshan V. Joseph

Organizations

  • Georgia Tech Research Corporation

Tags

Communities of Interest

  • Energy and Power Technologies
  • Human Systems
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Abstracts
  • Additives (Chemicals)
  • Computers
  • Contractors
  • Data Reduction
  • Data Science
  • Engineering
  • Experimental Design
  • Factorial Design
  • Gaussian Processes
  • Information Science
  • Mathematics
  • Monte Carlo Method
  • Optimization
  • Probability
  • Sensitivity
  • Simulations
  • Statistics
  • Students
  • Test And Evaluation
  • Test Methods
  • United States

Fields of Study

  • Mathematics

Readers

  • Mathematics or Statistics
  • Neural Network Machine Learning.
  • Software Engineering.