Olga Fink

GC A3 424 (Bâtiment GC)
Station 18
CH-1015 Lausanne

Web site:  Web site:  https://IMOS.epfl.ch

Administrative data

Teaching & PhD


Civil Engineering


Data Science for infrastructure condition monitoring

The course will cover the relevant steps of data-driven infrastructure condition monitoring, starting from data acquisition, going through the steps pre-processing of real data, feature engineering to developing suitable machine learning algorithms.

Machine learning for predictive maintenance applications

The course aims at developing machine learning algorithms that are able to use condition monitoring data efficiently and detect occurring faults in complex industrial assets, isolate their root cause and ultimately predict the remaining useful lifetime.

Frontiers of Deep Learning for Engineers

The seminar aims at discussing recent research papers in the field of deep learning, implementing the transferability/adaptability of the proposed approaches to applications in the field of research of the Ph.D. student.