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Tim Reichelt

@treichelt.bsky.social

419 followers 270 following 10 posts

postdoc @ uni oxford. machine learning. climate. statistics. web: treigerm.github.io

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Reposted by Tim Reichelt

Duncan Watson-Parris @dwatsonparris.bsky.social · 19/03/2026

🌍 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. 🧵

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Tim Reichelt @treichelt.bsky.social · 06/01/2026

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)

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Eugene Vinitsky 🍒 @eugenevinitsky.bsky.social · 23/10/2025

What if we did a single run and declared victory

Three panel thing. In the left panel we use error bars. In the second, we take statistical significance as the biggest number but still have error bars. In LLM science, we just have the biggest number

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Tim Reichelt @treichelt.bsky.social · 24/04/2025

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!

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Reposted by Tim Reichelt

Kate Marvel @drkatemarvel.bsky.social · 14/01/2025

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)

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