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International Journal of Bioprinting                                 Swelling–shrinking behavior of hydrogel




            ambient RH conditions for hydrogel extrusion. Printing   Acknowledgments
            trials were conducted to validate the effectiveness of the
            proposed approach in mitigating geometric shrinkage   None.
            in  3D-printed architectures.  The main  conclusions  are
            summarized as follows:                             Funding
             (i)  A  FEM   thermal–humidity–multiphase  flow   The authors deeply acknowledge the financial support
                 coupling field simulation model was proposed and   from the Key Research and Development Plan Project
                 experimentally validated, successfully predicting the   of Heilongjiang Province (grant no. 2022ZX02C22);
                 geometric variation of hydrogel filaments under a   the Science and Technology Innovation Talent
                 variety of ambient RH conditions.             Project on Manufacturing Industry of Harbin (grant
                                                               no.   2023HBRCGD011,    2022CXRCGD029);     the
             (ii)  The optimal RH conditions for 3D printing of   Interdisciplinary Research Foundation of HIT (grant
                 hydrogel filaments with diameters of 0.2, 0.3, and 0.4   no. IR2021223); and the Natural Science Foundation of
                 mm were identified as 90, 80, and 60%, respectively.
                                                               Chongqing (grant no. CSTB2023NSCQ-MSX0822).
             (iii)  Printing trials using F-127 hydrogel materials
                 demonstrated that higher ambient RH effectively   Conflict of interest
                 prevents both uncontrollable geometric swelling and
                 shrinkage during the 3D printing process.     Dr. Swee Leong Sing serves as the Editorial Board Member
                                                               of the journal, but did not in any way involve in the
             (iv)  Under optimized RH conditions for hydrogel   editorial and peer-review process conducted for this paper,
                 filaments, 3D architectures of the human ear were   directly or indirectly. Other authors declare they have no
                 successfully manufactured with an effective size of   competing interests.
                 20 mm (length) × 10 mm (width) × 10 mm (height).

               It should be noted that the humidity-driven swelling–  Author contributions
            shrinking behavior discussed in this study is specific to   Conceptualization: Qiang Gao
            hydrogel-based biomaterials, such as F-127 and GelMA.   Data curation: Qiang Gao
            These materials possess high water content and strong   Formal analysis: Lihua Lu
            moisture responsiveness under ambient conditions. In   Funding acquisition: Wei Zhang
            contrast, thermoplastic biocompatible polymers, such   Investigation: Peng Zhang
            as polycaprolactone and polypropylene, are largely   Methodology: Min Zhu
            unaffected by humidity due to their hydrophobic nature
            and low water uptake. Therefore, the findings of this study   Project administration: Lihua Lu
            are not intended to generalize across all biocompatible   Resources: Le Xu
            printing materials.                                Software: Kaicheng Yu
                                                               Supervision: Yifeng Yao
               Although the present study provides a quantitative   Validation: Swee Leong Sing
            understanding of humidity-driven deformation in single-  Visualization: Wei Zhang
            layer hydrogel filaments, the current model is limited to   Writing–original draft: Kaicheng Yu
            2D cross-sectional simulations and does not fully capture   Writing–review and editing: Kaicheng Yu
            the 3D deposition dynamics of multilayer structures. In
            practice,  interlayer  moisture  transport,  filament  fusion   Ethics approval and consent to participate
            behavior, and cumulative deformation significantly impact
            the final geometry and functionality of printed biomimetic   Not applicable.
            constructs. Due to the absence of robust theoretical models
            for describing layer-by-layer coupling and time-dependent   Consent for publication
            structural evolution, accurate simulation of full 3D   Not applicable.
            architectures remains a challenge. Future work will focus
            on developing a comprehensive, multi-physics 3D FEM   Availability of data
            framework that incorporates interlayer interactions and
            global deformation mechanisms. This will further enhance   The datasets generated and analyzed during the current
            the predictive capability and practical value of the proposed   study are available from the corresponding author upon
            approach in large-scale hydrogel biomanufacturing.  reasonable request.



            Volume 11 Issue 4 (2025)                       423                            doi: 10.36922/IJB025220222
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