DOE OSTI · 3002681
Coarse-grained molecular dynamics simulation of solvent-dependent cellulose nanofiber interactions
Abstract
Associations between cellulose are important both in biofuel production and in the use of cellulose for biomaterials. Cellulose nanofibers (CNFs) are sustainable, strong, light-weight alternatives to traditional materials in manufacturing, but are challenging to obtain due to irreversible aggregation in solution during preparative fibrillation. Therefore, it is imperative to understand the underlying factors driving aggregation with a view to designing solvents that can effectively compete with interfiber interactions, hence reducing aggregation. Molecular dynamics (MD) simulation at atomic detail can provide useful information on local interactions. However, the length and timescales accessible are too short to fully capture association processes. Here, we provide a method for accessing the longer length and timescales required using coarse-grained (CG) MD simulations with a MARTINI force field to calculate the interaction behavior of CNFs in three selected solvents: NaOH-urea-water, acetone, and neat water. The CG results are consistent with our prior all-atom MD and with previous experimental results. While acetone is found not to be an effective solvent, urea and ionic moieties in NaOH-urea-water not only solvate the fibrils but also improve the confinement of water molecules around them as shown by the solvent residence times and mean-square displacements. Overall, the presence of urea and ions reduces the likelihood of aggregation in multi-CNF systems relative to neat water irrespective of whether the hydrophobic or hydrophilic CNF surfaces are interacting. In conclusion, the CG method shows clear promise for selecting potential high-performance solvents for experimental prioritization in bioenergy and biomaterials research in a relatively fast manner as well as for understanding the aggregation and rheological behavior of CNF-solvent systems.
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Rukmani, Shalini J. [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Univ. of Tennessee, Knoxville, TN (United States)] (ORCID:0000000184749403), Yu, Yan [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)], Mohan, Mood [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000159379746), Sethuraman, Vaidyanathan Mathamangalath [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000216635866), Goswami, Monojoy [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Chemical Sciences Division] (ORCID:0000000244734888), Smith, Jeremy C. [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000229783227). 2025-08-23. Coarse-grained molecular dynamics simulation of solvent-dependent cellulose nanofiber interactions. https://doi.org/10.1016/j.bpj.2025.08.021
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