Advanced Materials Processing

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Student projects

The laboratory is offering for students cutting edge research projects in the field of material sciences, applied artificial intelligence, tribology and advanced manufacturing. You can find a list of current project proposals here.

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Read here an article about some of our most recent work:

Empa - Communication - Machine learning for laser processes

Latest publications


Tailoring microstructure and interface integrity in Ti–316L dissimilar keyhole laser welding using controlled 3d magnetic field stimulation

https://doi.org/10.1016/j.jajp.2025.100352


Adaptive In-Situ monitoring for laser powder bed Fusion: Self-Supervised learning for layer thickness monitoring across scan lengths based on pyrometry

https://doi.org/10.1016/j.optlastec.2025.114070


Reducing porosity and quality enhancement in keyhole laser welding under 3D configurable external magnetic field stimulation

https://doi.org/10.1016/j.matdes.2025.114461


Unveiling hydrogen chemical states in supersaturated amorphous alumina via machine learning-driven atomistic modeling

https://doi.org/10.1038/s41524-025-01676-5