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Volume 2 Issue 4 2025
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PERSPECTIVE ARTICLE
Physics-informed machine learning for material characterization: A perspective on data-efficient discovery through physics-informed neural networks
Hyeonbin Moon,
Junhyeong Lee,
Jecheon Yu,
Seunghwa Ryu
International Journal of AI for Materials and Design 2025, 2(4), 1–9; https://doi.org/10.36922/IJAMD025440043

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ORIGINAL RESEARCH ARTICLE
A data-efficient machine learning approach for amorphous Fe-based bulk metallic glass fabrication in powder bed fusion
Jungyeon Kim,
Sangjun Jeon,
Seong Je Park,
Seung Ki Moon
International Journal of AI for Materials and Design 2025, 2(4), 10–23; https://doi.org/10.36922/IJAMD025390036
(This article belongs to the Special Issue
AI Usage in the Analysis of the Additive Manufacturing Process)

43 Download 867 Views
ORIGINAL RESEARCH ARTICLE
Computer vision and deep learning-based prediction for inkjet-printed electrodes
Gareth Quinn,
Achu Titus,
Anesu Nyabadza,
Éanna McCarthy, ... Dermot Brabazon
International Journal of AI for Materials and Design 2025, 2(4), 24–36; https://doi.org/10.36922/IJAMD025430040
(This article belongs to the Special Issue
Applications of Deep Learning in Advanced Materials Processing)

27 Download 362 Views
ORIGINAL RESEARCH ARTICLE
Machine learning and exploratory data analysis for predicting tensile and thermal responses in friction stir spot welding
Sajad N. Alasadi,
Raheem Al-Sabur
International Journal of AI for Materials and Design 2025, 2(4), 37–51; https://doi.org/10.36922/IJAMD025360032

7 Download 86 Views
ORIGINAL RESEARCH ARTICLE
Design of speculative artifacts: Integrating generative artificial intelligence, biomaterials, and digital fabrication in co-creative and participatory design
Guilherme Giantini,
Lígia Lopes,
Jorge Lino Alves
International Journal of AI for Materials and Design 2025, 2(4), 52–67; https://doi.org/10.36922/IJAMD025480048

14 Download 196 Views
