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Mengjie Zhao

EPFL (École Polytechnique Fédérale de Lausanne)

Switzerland

Research Interests

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Professors in Switzerland

Articles (8)

Year:

2027

Year:

2026

Year:

2026

Year:

2025

Year:

2024

Year:

2024

Year:

2024

Year:

2021

Collaborators (3)

Olga Fink

Assistant professor of Intelligent Maintenance and Operations Systems

EPFL Swiss Finance Institute

SWITZERLAND

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Chenghao Xu

EPFL (École Polytechnique Fédérale de Lausanne)

SWITZERLAND

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Florent Forest

Scientist

EPFL (École Polytechnique Fédérale de Lausanne)

SWITZERLAND

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Mengjie Zhao

Research Interests

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Articles (8)

Disentangling slow and fast temporal dynamics in degradation inference with hierarchical differential models

From physics to machine learning and back: Part I - Learning with inductive biases in prognostics and health management (PHM)

Time-Vertex machine learning for optimal sensor placement in temporal graph signals: Applications in structural health monitoring

Graph neural networks for virtual sensing in complex systems: Addressing heterogeneous temporal dynamics

Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks

Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction

DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems

A time averaged steady state method for the Navier–Stokes equations

Collaborators (3)

Olga Fink

Chenghao Xu

Florent Forest

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