Philip Brohan’s stuff¶
I am old enough to have a homepage as a central web presence, but this page is rarely updated; for real-time action, see my pages at Twitter, GitHub, or Vimeo.
Machine Learning¶
Analyses¶
Reports¶
Datasets¶
Collaborations¶
Talks¶
A new look at a 1931 flood. (2021-09-07, online).
Data Assimilation with a Deep convolutional Variational AutoEncoder (2022-11-15, at ECMWF). Also available as a Twitter thread.
Machine Learning for Data Assimilation. (2022-04-08, online).
Climate modeling and data assimilation with generative machine learning. (2024-04-09, online).
New uses for old weather. (2019-06-24, at NCAR).
Graphics¶
A modern Rhinoceros: A tribute to the power of Matplotlib and the genius of Albrect Dürer.
An AI reads history: How many overlapping lifetimes does it take to cover recorded history?.
An equirectangular approximation to the Spilhaus projection: A map of the world arranged to highlight the ocean.
Land use in the UK: A map of the UK, coloured by land use.
Software¶
- Tools for weather model and reanalysis data:
- Tools for International Maritime Meteorological Archive records:
- Tools for station weather observations:
Oddments¶
I have given up writing research papers (I make datasets, software, and videos instead), but many of those I have written are listed by Google Scholar