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Anthony Frion

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Anthony Frion

Model-Driven Machine Learning

Scientist

Phone: +49 (0) 4152 87-1560

E-mail contact

• Data assimilation
• Dynamical systems
• Stochastic models

2021-2024PhD in applied mathematicsIMT Atlantique, France
2018-2021 Mathematical and electrical engineering degreeIMT Atlantique, France
  • Frion, Anthony, et al. "Neural Koopman prior for data assimilation." IEEE Transactions on Signal Processing (2024)
  • Frion, Anthony, et al. "Koopman Ensembles for Probabilistic Time Series Forecasting." 2024 32nd European Signal Processing Conference (EUSIPCO). IEEE, 2024
  • Frion, Anthony, et al. "Leveraging neural Koopman operators to learn continuous representations of dynamical systems from scarce data." ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2023