Mengjie Zhao

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mengjie.zhao@epfl.ch +41 21 693 40 73

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EPFL ENAC IIC IMOS
GC A3 434 (Bâtiment GC)
Station 18
CH-1015 Lausanne

+41 21 693 40 73
Office: GC A3 434
EPFL > ENAC > IIC > IMOS

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

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Biography

Mengjie Zhao holds degrees in Computational Mechanics (MSc) with honors track and in Engineering Science (BSc) from the Technical University of Munich (TUM). She has a background in numerical methods, specifically in turbulence modeling and computational fluid dynamics. Currently, she is working on learning the dynamics of complex systems with Graph Neural Networks (GNNs). In particular, she aims to improve the quality of predictive maintenance decisions by considering multiscale system dynamics and fusing heterogeneous sensory data.

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Mengjie Zhao

Biography

Research

Temporal Graph Neural Networks

Predictive Maintenance

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