journal article·2025-02Open access

Additive Manufacturing with Cellulose‐Based Composites: Materials, Modeling, and Applications

Shuvodeep De, Shalini J. Rukmani, Xianhui Zhao, Caitlyn Clarkson, Frederic Vautard, Samarthya Bhagia, Monojoy Goswami, Shuyang Zhang, Sana F. Elyas, Wei Zhao, Jeremy C. Smith, Arthur J. Ragauskas, Soydan Ozcan, Halil Tekinalp, Muqing Si, Jinrui Huang, Ximin He

Advanced Functional Materials· Volume 35· Issue 7

Abstract

Abstract Recent advances in large‐scale additive manufacturing (AM) with polymer‐based composites have enabled efficient production of high‐performance materials. Cellulose nanomaterials (CNMs) have emerged as bio‐based feedstocks due to their exceptional strength and sustainability. However, challenges such as hornification and poor dispersion in polymer matrices still limit large‐scale CNM–polymer composite manufacturing, requiring novel strategies. This review outlines an approach starting with atomic‐level simulations to link molecular composition to key parameters like bulk density, viscosity, and modulus. These simulations provide data for finite element analysis (FEA), which informs large‐scale experiments and reduces the need for extensive trials. The strategy explores how atomic interactions impact the morphology, adhesion, and mechanical properties of CNM‐based composites in AM processes. The review also discusses current developments in AM, along with predictions of mechanical and thermal properties for structural applications, packaging, flexible electronics, and hydrogel scaffolds. By integrating experimental findings with molecular dynamics (MD) simulations and finite element modeling (FEM), valuable insights for material design, process optimization, and performance enhancement in CNM‐based AM are provided to address ongoing challenges.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advanced Cellulose Research Studies · Additive Manufacturing and 3D Printing Technologies · biodegradable polymer synthesis and properties

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Computing and Computational Sciences Directorate Oak Ridge National Laboratory Oak Ridge TN 37830 USA

UT/ORNL Center for Molecular Biophysics Oak Ridge National Laboratory Oak Ridge TN 37831 USA

Biochemistry and Cellular and Molecular Biology University of Tennessee Knoxville TN 37996 USA

Environmental Sciences Division Oak Ridge National Laboratory Oak Ridge TN 37830 USA

Manufacturing Science Division Oak Ridge National Laboratory Oak Ridge TN 37830 USA

Chemical Sciences Division Oak Ridge National Laboratory Oak Ridge TN 37830 USA

Biosciences Division Oak Ridge National Laboratory Oak Ridge TN 37830 USA

Chemical and Biomolecular Engineering University of Tennessee Knoxville TN 37996 USA

School of Mechanical and Aerospace Engineering Oklahoma State University Stillwater OK 74078 USA

Material Science and Engineering University of California Los Angeles CA 90095 USA

Funding

U.S. Department of Energy · Office of Energy Efficiency and Renewable Energy · Bioenergy Technologies Office · American Society of Hematology

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