Northwestern University

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Filtering by: Keyword Design Keyword Machine learning Keyword Uncertainty quantification

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Data Acquisition and Synthesis in Simulation-Based Design with Stochastic Models

Description:

Engineering design is a systematic process of identifying needs and their translation into functional systems. This is a cyclic process that alternates between the acquisition of data and the synthesis of said data to inform design decisions. Conventionally, data from physical experiments are used to explore the efficacy of alternative...

Keyword:

Uncertainty quantification, Design, Decision making, Machine learning, Data acquisition, and Data synthesis

Subject:

Design and Mechanical engineering

Creator:

van Beek, Anton

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/02/2022

Date Created:

2021-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_861337 and http://dissertations.umi.com/northwestern:15848