Systematic copolymer screening for foaming experiments supported by computational methods-Reference-Cited by-同舟云学术

Systematic copolymer screening for foaming experiments supported by computational methods

Published:2023 Issue:47 Volume:11 Page:26183-26192
ISSN:2050-7488
Container-title:Journal of Materials Chemistry A
language:en
Short-container-title:J. Mater. Chem. A

Author:

Endres Patrick¹²,Schuett Timo¹²,Brütting Christian³,Kimmig Julian¹²,Albuquerque Rodrigo Q.³,Standau Tobias³,Zechel Stefan¹²,Ruckdäschel Holger³^ORCID,Schubert Ulrich S.¹²^ORCID

Affiliation:

1. Laboratory of Organic and Macromolecular Chemistry (IOMC), Friedrich Schiller University Jena, Humboldtstr. 10, 07743 Jena, Germany

2. Jena Center for Soft Matter (JCSM), Friedrich Schiller University Jena, Philosophenweg 7, 07743 Jena, Germany

3. Department of Polymer Engineering, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany

Abstract

Synthesis and processing parameters are determined with the support of computational methods based on a Gaussian process model, Bayesian optimization, active learning algorithms and random sampling as well as exploitation-based algorithms (Greedy).

Funder

Deutsche Forschungsgemeinschaft

Thüringer Ministerium für Wirtschaft, Wissenschaft und Digitale Gesellschaft

Thüringer Aufbaubank

Bayerisches Staatsministerium für Wissenschaft und Kunst

Publisher

Royal Society of Chemistry (RSC)

Subject

General Materials Science,Renewable Energy, Sustainability and the Environment,General Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2023/TA/D3TA06062D

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5. Design for Carbon Fiber Lamination of PMI Foam Cored CFRP Sandwich Composite Applied to Automotive Rear Spoiler