83 citations · 86 across the 2 of their papers we have counts for
2 papers
physics.ao-ph2020★ 3 cited
Meta-modeling strategy for data-driven forecasting
Dominic J. Skinner, Romit Maulik
Accurately forecasting the weather is a key requirement for climate change mitigation. Data-driven methods offer the ability to make more accurate forecasts, but lack interpretabil…
cs.LG2020★ 83 cited
Universal Differential Equations for Scientific Machine Learning
Christopher Rackauckas, Yingbo Ma, Julius Martensen +6
In the context of science, the well-known adage "a picture is worth a thousand words" might well be "a model is worth a thousand datasets." In this manuscript we introduce the SciM…