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Toward High-Fidelity Fabrication: A Refinement Strategy via Decoupled Photopolymerization Modeling and Simulation for
Zhiqiang Liu1,2, Lexian Wang2, Ruizhi Zhang3,2
1State Key Lab of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Wuhan 430070, China.
ACS Applied Materials & Interfaces
|July 20, 2026
Summary
This study introduces a new photopolymerization kinetic model to precisely control microneedle array fabrication. This model minimizes defects and improves accuracy, enabling defect-free microstructures.
Area of Science:
- Materials Science
- Chemical Engineering
- Biomedical Engineering
Background:
- Microneedle (MN) array fabrication requires high design-to-fabrication consistency for optimal performance.
- Traditional methods using static models fail to capture nonlinear polymerization kinetics, leading to defects like warping.
Purpose of the Study:
- To develop a photopolymerization kinetic framework for precise control over microneedle array manufacturing.
- To address limitations of traditional models in predicting and preventing fabrication defects.
Main Methods:
- Developed a kinetic framework decoupling exposure intensity and duration.
- Incorporated dynamic light attenuation and polymerization into multiscale finite element analysis using a UMAT subroutine.
- Identified a critical stress-minimization regime by aligning slicing thickness with optical penetration depth.
Main Results:
- Extreme exposure duration or intensity causes over-curing, shrinkage, heterogeneous polymerization, and warpage.
- A critical regime was identified where slicing thickness (30 μm) matched optical penetration depth (≈29.3 μm).
- Fabricated gradient MN arrays achieved 12.8 μm tip precision, a 68% accuracy improvement over conventional methods.
Conclusions:
- The developed model enables quantitatively driven, defect-free manufacturing of microstructures.
- This approach shifts microneedle fabrication from empirical methods to model-guided precision.
- Achieved high geometric fidelity in microneedle arrays, crucial for mechanical and drug delivery performance.

