🌍 We're hiring a postdoc at the intersection of cutting-edge #AI and #Earth system science. Help us redefine how we build and evaluate the next generation of climate models. Based at @ucsandiego.bsky.social , funded by Google.org. 🧵

Ever wondered whether there's a principled way to calibrate all those parameters controlling climate models? In our new paper we show how to calibrate climate model parameterizations using ideas from Bayesian experimental design: doi.org/10.1088/3049... . (1/N)

What if we did a single run and declared victory

I'll be at @egu.eu 2025 next week in Vienna. You can catch me on Monday at 14:05 in Room 2.92 talking about "ClimateBenchPress: A Benchmark for Compression of Climate Data". I'll be at EGU the whole week so let me know if you want to chat about (neural) compression for climate or anything else!

physics of climate impacts 101: - Stuff gets hot (worse heatwaves) - Hot air holds more water vapor (heavier rainfall) - Hot air is thirstier air (higher drought risk) - Warm water is hurricane food (stronger storms) - Hot water expands and hot ice melts (sea level rise)