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Combining Finite Element with Data Analytical Approaches for Structure-Property Modeling in Polymer Nanocomposites

Description:

Polymer nanocomposites have attracted great interest in recent years because of their potential as tailored materials with enhanced properties. Recent experiments have shown that polymer nanocomposites are able to achieve significant improvement in dielectrical, thermal, mechanical and other physical properties compared with their parent polymer systems. More importantly, these outstanding...

Keyword:

polymer nanocomposite, simulation, machine learning, optimization, database, and data mining

Subject:

Mechanical engineering

Creator:

Wang, Yixing

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/12/2020

Date Created:

2019-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_685582 and http://dissertations.umi.com/northwestern:14811
Characterization and Modeling of Viscoelastic Behavior of Carbon Nanotube Reinforced Polymers: The Influence of Interphase and Nanotube Morphology

Description:

The addition of nanoparticles into polymer materials has been observed to dramatically change the mechanical, thermal, electrical, and diffusion properties of the host polymers, promising a novel class of polymer matrix composite materials with superior properties and added functionalities that are ideal candidates in many applications, including aerospace, automobile, medical...

Keyword:

polymer nanocomposite, viscoelastic behavior, carbon nanotube, interphase, and morpholohy

Subject:

Mechanical Engineering

Creator:

Hua Liu

Owner:

Scholarly Digital Publishing

Date Uploaded:

08/29/2018

Date Modified:

08/29/2018

Date Created:

2007-12-05

Resource Type:

Dissertation

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Combining Finite Element with Data Analytical Approaches for Structure-Property Modeling in Polymer Nanocomposites

Characterization and Modeling of Viscoelastic Behavior of Carbon Nanotube Reinforced Polymers: The Influence of Interphase and Nanotube Morphology

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