Enhancing Finite Element Simulations of 3D-Printed PLA Using Physics-Informed Neural Networks: Validation Through Experimental Tensile Testing and Benchmark Comparisons
Fields of Study & Subjects
Additive Manufacturing and 3D Printing Technologies
Machine Learning in Materials Science
Innovations in Concrete and Construction Materials
Publication details
- Journal / source
- Integrating materials and manufacturing innovation
- Volume
- 15
- Issue
- 1
- Pages
- 89–100
- Publication date
- 5 February 2026
- Language
- EN