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.

Open Positions

Open positions (if available) can be found here.

Conferences

We are excited to co-organize the AAMS 25 from September 3-5, 2025, alongside the LTM from EPFL.

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

Empa - Communication - Machine learning for laser processes

Latest publications

 


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

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


Reinforcement Learning on Reconfigurable Hardware: Overcoming Material Variability in Laser Material Processing

https://arxiv.org/abs/2501.19102


Autonomous exploration of the PBF-LB parameter space: An uncertainty-driven algorithm for automated processing map generation

https://www.sciencedirect.com/science/article/pii/S2214860425000417