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Exploring nanofibrous networks with x-ray photon correlation spectroscopy through a digital twin
KTH, School of Engineering Sciences in Chemistry, Biotechnology and Health (CBH), Fibre- and Polymer Technology, Fiberprocesser. KTH, School of Engineering Sciences in Chemistry, Biotechnology and Health (CBH), Centres, Wallenberg Wood Science Center. Department of Chemistry, Stony Brook University, Stony Brook, 11794-3400, NY, United States.ORCID iD: 0000-0002-2346-7063
KTH, School of Engineering Sciences in Chemistry, Biotechnology and Health (CBH), Fibre- and Polymer Technology.ORCID iD: 0000-0002-1195-1405
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2023 (English)In: Physical review. E, ISSN 2470-0045, E-ISSN 2470-0053, Vol. 108, no 1, article id 014607Article in journal (Refereed) Published
Abstract [en]

We demonstrate a framework of interpreting data from x-ray photon correlation spectroscopy experiments with the aid of numerical simulations to describe nanoscale dynamics in soft matter. This is exemplified with the transport of passive tracer gold nanoparticles in networks of charge-stabilized cellulose nanofibers. The main structure of dynamic modes in reciprocal space could be replicated with a simulated system of confined Brownian motion, a digital twin, allowing for a direct measurement of important effective material properties describing the local environment of the tracers. 

Place, publisher, year, edition, pages
2023. Vol. 108, no 1, article id 014607
Keywords [en]
Cellulose nanofibers, Gold nanoparticle, Gold Nanoparticles, In networks, Main structure, Nano scale, Nano-fibrous, Passive tracers, Soft matter, X-ray photon correlation spectroscopy
National Category
Condensed Matter Physics
Identifiers
URN: urn:nbn:se:kth:diva-335240DOI: 10.1103/physreve.108.014607ISI: 001055203100002PubMedID: 37583188Scopus ID: 2-s2.0-85166735615OAI: oai:DiVA.org:kth-335240DiVA, id: diva2:1793869
Note

QC 20230904

Available from: 2023-09-04 Created: 2023-09-04 Last updated: 2024-05-31Bibliographically approved
In thesis
1. Dynamics and interactions in entangled nanofibre dispersions
Open this publication in new window or tab >>Dynamics and interactions in entangled nanofibre dispersions
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Biopolymers and their networks are fundamental to numerous biological and synthetic systems, with applications ranging from extracellular matrices in biological tissues to engineered nanostructured materials like cellulose-based nanocomposites. Understanding the dynamics of biopolymers in these networks is crucial due to their potential in material science and biotechnology, such as in developing sustainable materials and enhancing drug delivery mechanisms. The intricate network structures, from fibrous matrices in natural systems to designed frameworks in advanced materials, play a pivotal role in determining the mechanical and transport properties of the overall system.

This thesis delves into the dynamics of biopolymers, focusing specifically on the diffusion processes within such networks. The complexity of biopolymer behavior in networked environments involves multiple factors including polymer stiffness, network structure, and the interaction between biopolymer components. The diffusion of biopolymer fibres themselves, as well as nanoparticles within these networks, is explored through detailed coarse-grained molecular dynamics simulations. These simulations aim to model the nuanced interaction dynamics that influence diffusion, providing insights into how these factors affect biopolymer networks' rheological properties and functional capabilities.

This work contributes to the broader understanding of how biopolymers behave in complex environments by investigating the fundamental mechanisms of diffusion in biopolymer networks. It addresses the need for a deeper exploration of biopolymer dynamics to inform the design and synthesis of new biomaterials and bio-based materials. The findings from this thesis are expected to offer implications for enhancing the functionality of biopolymer-based systems in various applications, from improving the efficiency of biomaterials used in medical applications to optimizing the performance of bio-based composites in industrial applications. 

Place, publisher, year, edition, pages
Stockholm: KTH Royal Institute of Technology, 2024
Series
TRITA-SCI-FOU ; 2024:25
National Category
Condensed Matter Physics
Research subject
Engineering Mechanics
Identifiers
urn:nbn:se:kth:diva-346647 (URN)978-91-8040-936-0 (ISBN)
Public defence
2024-06-13, D1, Lindstedtsvägen 9, Stockholm, 10:00 (English)
Opponent
Supervisors
Note

QC240527

Available from: 2024-05-27 Created: 2024-05-21 Last updated: 2025-06-13Bibliographically approved

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Rosén, TomasGordeyeva, KorneliyaMotezakker, Ahmad RezaSöderberg, Daniel

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