Category: IMOS News
Graph Neural Networks for Complex Industrial Multi-Systems
This week, Raffael Theiler from IMOS Lab – EPFL had the opportunity to attend the 9th Annual Research and Development Conference on Industry 4.0, presenting our recent work: “Graph Neural Networks for Complex Industrial Multi-Systems.” We are excited to announce that in connection with the presented project, we are opening a new master’s thesis opportunity (link below). (…)
IMOS Lab – EPFL is growing!
We warmly welcome our new PhD student, Amaury Wei! Amaury worked for 3 years in the industry on 6DoF Object Pose Estimation after receiving his Master degree in Robotics from École polytechnique fédérale de Lausanne (EPFL). At IMOS Lab – EPFL, he will be researching Counterfactual Reasoning of Physics Dynamics.
Non-contact sensing for anomaly detection in wind turbine blades
Wishing you all a Happy New Year from the IMOS Lab – EPFL! ✨ For this new year we are excited to share with you our new paper: “Non-contact sensing for anomaly detection in wind turbine blades: A focus-SVDD with complex-valued auto-encoder approach” In this work we propose a new manufacturing defects detection pipeline for (…)
Olga Fink awarded fellow of PHM Society
Olga Fink heads EPFL’s Laboratory of Intelligent Maintenance and Operations Systems (IMOS) since 1st March 2022, at the School of Architecture, Civil and Environmental Engineering (ENAC). Her research focuses on the development of intelligent algorithms in complex infrastructures and industrial systems. She is a recognized expert in the fields of deep learning and hybrid algorithms for (…)