Process‐Structure‐Morphing Coupling in Thermally Activated <scp>ABS 4D</scp> Printing
Grigorios Kostopoulos, Stelios K. Georgantzinos · Wiley · 2026
This study develops a predictive framework for thermally induced shape-morphing in 4D-printed ABS materials.
Plain English summary
Why this matters
Key findings
- Nozzle temperature is the dominant factor affecting deformation response.
- Activation temperature and layer height also significantly influence arc length.
- Regression models achieved high R² values for deformation responses.
- Finite element modeling reproduced experimental deformation profiles with good agreement.
- The study supports the use of ABS for one-way thermally activated morphing.
What's new
The study presents a predictive framework that combines experimental parameter screening with finite element modeling for thermally induced morphing in 4D-printed ABS.
Limitations
The abstract does not mention the practical applications of the findings or the scalability of the proposed methods.
Commercial context
The research is still in the laboratory phase and does not indicate commercial availability.
Publication
- Publisher
- Wiley
- Publication date
- July 4, 2026
- Research type
- Paper
- License
- http://creativecommons.org/licenses/by/4.0/
Tags
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