• The University of Western Australia (M468), 35 Stirling Highway,

    6009 Perth

    Australia

Accepting PhD and other Higher Degree by Research Students. View current PhD/HDR research project opportunities at https://researchdegrees.uwa.edu.au/projects

PhD/HDR research projects available:

Machine Learning methods to correct spectral ocean wave forecasts

Calculated based on number of publications stored in Pure and citations from Scopus

Personal profile

Biography

I am a French electrical engineer with a specialization in applied mathematics and data science. My PhD focused on the intersection between variational data assimilation and deep learning, with applications in numerical weather forecasting. My research interests revolve around physics inverse problems and machine learning from undersampled measurements. I enjoy translating state-of-the-art data science methods to make them applicable in a weather forecasting context, and I intend to contribute to the improvement of ocean wave forecasts in Western Australia under the supervision of Jeff Hansen.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 4 - Quality Education
  • SDG 7 - Affordable and Clean Energy
  • SDG 12 - Responsible Consumption and Production

External positions

volunteering science teacher, Currambine Primary School

2024 → …

Industry keywords

  • Oceans
  • Education
  • Energy
  • Environmental

Research expertise keywords

  • Data assimilation
  • Machine learning
  • Numerical Weather Forecasting

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Collaborations and top research areas from the last five years

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