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Met Office Informatics Lab

Exploring new ideas to create useful, beautiful solutions.

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  • Accelerated Data Science

    Accelerated Data Science

    Data Science and Machine Learning Workloads on an M1 Mac
    Go to the profile of Peter Killick
    Peter Killick
    Jun 21
    Deep generative nowcasting: Nature publication

    Deep generative nowcasting: Nature publication

    We are happy to announce that our collaboration with Google DeepMind on applying deep learning techniques to precipitation nowcasting has…
    Go to the profile of Rachel Prudden
    Rachel Prudden
    Oct 1, 2021
    Using causal network theory as a scaffold for scientific intuition

    Using causal network theory as a scaffold for scientific intuition

    Climate scientists often use causal reasoning informally, but formalising it can have a couple of advantages. First, it makes it easier for…
    Go to the profile of Ferhan Dack
    Ferhan Dack
    Sep 30, 2021
    The State of Data Science for Earth Sciences

    The State of Data Science for Earth Sciences

    Report on ESIP 2021 Summer Meeting
    Go to the profile of Stephen Haddad
    Stephen Haddad
    Sep 17, 2021
    Probabilistic Reasoning (Seminar)

    Probabilistic Reasoning (Seminar)

    I recently had the opportunity to give a seminar as part of the Oxford ML and Physics seminar series. I talked about probabilistic…
    Go to the profile of Rachel Prudden
    Rachel Prudden
    Jun 24, 2021
    Spatial Reasoning in Random Field Models: Part II

    Spatial Reasoning in Random Field Models: Part II

    In Part I of this series, we discussed the mathematics underpinning Gaussian process (GP) and Gaussian random field (GRF) models, how they…
    Go to the profile of Rachel Prudden
    Rachel Prudden
    May 21, 2021
    Impact Lab Data Science Events

    Impact Lab Data Science Events

    The Environmental Futures & Big Data Impact Lab is a partnership of seven organisations, including the Met Office and the University of…
    Go to the profile of Stephen Haddad
    Stephen Haddad
    May 20, 2021
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