Multi-objective statistical optimization of high-refractive-index photocurable slurry for precision digital light processing of technical ceramics
A sequential response-surface framework is proposed for the multi-objective optimization of photocurable slurries used in the digital light processing of technical ceramics. D-optimal experimental designs spanning oligomer/monomer/diluent classes simultaneously maximize refractive index and cure depth while minimising viscosity, identifying an EA-PEGDA-NVP system superior to alternative chemistries. A subsequent D-optimal design refines the component ratio, further increasing cure depth and suppressing viscosity, thereby widening the processing window relative to commercial benchmark resins. Formulation robustness is validated through defect-free printing of sub-100 μm through-holes in LTCC and successful shaping of strongly scattering AlN and MgTiO 3 -CaTiO 3 ceramics, demonstrating broad applicability. Compared with conventional one-factor-at-a-time screening, the sequential RSM-D-optimal protocol markedly reduces the number of experimental runs, providing a generic workflow for the precision additive manufacturing of optically demanding ceramics.
Authors
- Chang gi Kong (ORCID: https://orcid.org/0000-0002-1456-6190)
- Zhe Zhao (ORCID: https://orcid.org/0009-0008-1344-1354)
- Dechang Jia (ORCID: https://orcid.org/0000-0001-7714-4684)
- Fengnian Zhang
- Gai Zhou (ORCID: https://orcid.org/0000-0001-6278-5964)
- Yanzhao Zhang (ORCID: https://orcid.org/0000-0002-2346-4022)
- Yu Zhou (ORCID: https://orcid.org/0009-0001-7093-1586)
- Yuhang Zhang (ORCID: https://orcid.org/0000-0002-5721-7388)
- Zhihua Yang (ORCID: https://orcid.org/0000-0002-7441-4922)
- Ning Xie (ORCID: https://orcid.org/0009-0004-5597-4547)
- Kunpeng Lin
- Meiling T. Yang
- Xiaoxiao Sui (ORCID: https://orcid.org/0000-0002-0144-6667)
Institutions
- Shenzhen Institute of Information Technology (CN)
- Harbin Institute of Technology (CN)
- University of Jinan (CN)
Publication Details
- Journal
- Journal of Materials Research and Technology
- Published
- 2025-12-05
- DOI
- https://doi.org/10.1016/j.jmrt.2025.12.023
- Primary Topic
- Additive Manufacturing and 3D Printing Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00