Classification and transition analysis using kinetic modelling
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Classification and transition analysis using kinetic modelling
Form diffusion physics to machine learning
This internship explores methods for extracting meaningful information from complex physical data. The student will investigate state-based representations of temporal signals to identify patterns, operating regimes, and behavioral changes. The work includes data analysis, visualization, statistical modeling, and evaluation on real-world datasets. Applications may include anomaly detection, condition monitoring, and predictive analytics in system reliability. The project offers hands-on experience in Python, machine learning, and dynamical data analysis.
Type of internship: Master internship
Duration: 3 months (90 days)
Required educational background: Electrotechnics/Electrical Engineering, Physics, Materials Engineering, Mechanical Engineering
University promotor: Houman Zahedmanesh (KU Leuven)
Imec allowance will be provided for students studying at a non-Belgian university.
Incomplete applications will not be considered.
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