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Last days of work before Christmas and looking for a paper to read to procrastinate all other ToDo-items? 🤶
I present to you our latest paper, on parameterising at the base of ice shelves with ! 🌊 🧊 💻
doi.org/10.1029/2023MS003829

Coauthors on Mastodon: @nicojourd @tobifinn

Clara Burgard

We train a to emulate cavity-resolving simulations and show that
1️⃣ Comparably small neural networks applied on the grid-cell level emulate well basal melt rates in near-present conditions
2️⃣ For warmer conditions, both neural networks and traditional parameterisations struggle

We think that these are promising results and provide a lot of food for thought for further development! Happy to discuss this further with anyone interested! 🤓