Smart Material

Contact        

Prof. Dr.-Ing. Kristin Hockauf

Chair of Smart Materials

Mittweida University of Applied Sciences

Faculty Engineering Scienecs

Technikumplatz 17

09648 Mittweida

mail: hockauf@hs-mittweida.de

phone: +49 3727 58 1008

Research areas

• machine learning for materials science

• structure-property relationships

• microstructure characterisation

• microstructure segmentation

• semantic segmentation

• computer vision

• image analysis in materials science

• scientific machine learning

• computational materials science

• defect detection

• texture / grain analysis

• physics-informed machine learning

• explainable AI (XAI) in materials science

Laboratory for materials analysis

• mechanical materials testing (tensile, compression and bending tests)

• hardness testing

• notched bar impact test

• metallography

• fatigue testing

• scanning electron microscopy

• emission spectrometry

• computed tomography

• X-ray diffraction

• non-destructive materials testing

Laboratory for computation

• multiple GPU clusters equipped with NVIDIA A100 80GB GPUs and NVIDIA V100 32GB GPUs

Chair's website

https://www.inw.hs-mittweida.de/webs/wfq/smart-materials/

https://www.inw.hs-mittweida.de/webs/wfq/werkstofftechnik/