459 citations · 966 across the 23 of their papers we have counts for
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physics.ao-ph2021★ 67 cited
Deep Learning Based Cloud Cover Parameterization for ICON
Arthur Grundner, Tom Beucler, Pierre Gentine +3
A promising approach to improve cloud parameterizations within climate models and thus climate projections is to use deep learning in combination with training data from storm-reso…
cs.LG2021★ 28 cited
Climate-Invariant Machine Learning
Tom Beucler, Pierre Gentine, Janni Yuval +10
Projecting climate change is a generalization problem: we extrapolate the recent past using physical models across past, present, and future climates. Current climate models requir…
physics.ed-ph2021★ 3 cited
Proposals for High School Teaching of Quantum Physics
Enzo Bonacci
In the Italian education system, secondary students (ages 14-19) face the foundations of quantum physics during the final term of scientific high school (pre-university year). The…