output
20062024
most citedTarget atmospheric CO2: Where should humanity aim?

967 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2023Show all

5 papers · 1 filter

physics.ao-ph2023★ 14 cited

Interpretable multiscale Machine Learning-Based Parameterizations of Convection for ICON

Helge Heuer, Mierk Schwabe, Pierre Gentine +2

Machine learning (ML)-based parameterizations have been developed for Earth System Models (ESMs) with the goal to better represent subgrid-scale processes or to accelerate computat…

math.NT2023

Generalizations of Bertrand's Postulate to Sums of Any Number of Primes

Joel E. Cohen

In 1845, Bertrand conjectured that twice any prime strictly exceeds the next prime. Tchebichef proved Bertrand's postulate in 1850. In 1934, Ishikawa proved a stronger result: the…

cs.LG2023★ 18 cited

A benchmark for computational analysis of animal behavior, using animal-borne tags

Benjamin Hoffman, Maddie Cusimano, Vittorio Baglione +15

Animal-borne sensors (`bio-loggers') can record a suite of kinematic and environmental data, which are used to elucidate animal ecophysiology and improve conservation efforts. Mach…

physics.ao-ph2023★ 43 cited

Causally-informed deep learning to improve climate models and projections

Fernando Iglesias-Suarez, Pierre Gentine, Breixo Solino-Fernandez +4

Climate models are essential to understand and project climate change, yet long-standing biases and uncertainties in their projections remain. This is largely associated with the r…

physics.ao-ph2023★ 29 cited

Data-Driven Equation Discovery of a Cloud Cover Parameterization

Arthur Grundner, Tom Beucler, Pierre Gentine +1

A promising method for improving the representation of clouds in climate models, and hence climate projections, is to develop machine learning-based parameterizations using output…