npj Advanced Manufacturing

Machine learning image-based analysis for bead geometry prediction in fused granulate fabrication for large format additive manufacturing.

Pub Date : 2025-01-01 DOI: 10.1038/s44334-025-00018-z Daniele Vanerio, Mario Guagliano, Sara Bagherifard

On the role of interface strategy in multi-scale hybrid additive manufacturing.

Pub Date : 2025-01-01 DOI: 10.1038/s44334-025-00034-z Alan Burl, Zaky Hussein, Venkata Surya Karthik Adapa, Melissa Foley, Nicole Van Handel, Matthew McCoy, Thomas Kurfess, Christopher Saldaña, Kyle Saleeby

Transfer learning assessment of small datasets relating manufacturing parameters with electrochemical energy cell component properties.

Pub Date : 2025-01-01 DOI: 10.1038/s44334-025-00024-1 Francisco Fernandez, Soorya Saravanan, Rashen Lou Omongos, Javier F Troncoso, Diego E Galvez-Aranda, Alejandro A Franco