5 papers
Improving Fast Charging Safety With Core Temperature Estimation Via Kolmogorov-Arnold Network
Faysal Ahamed, Tanushree Roy
Fast charging of Lithium-ion batteries can lead to a significant temperature rise, which can cause serious risks to battery safety and lifetime. To ensure safe battery operation, t…
Cloud radiative effects reinforce storm tracks
Or Hadas
Midlatitude storm tracks play a central role in Earth's climate by transporting heat from low to high latitudes. Their strength is therefore set by the meridional temperature gradi…
Predictability of Storms in an Idealized Climate Revealed by Machine Learning
Wuqiushi Yao, Or Hadas, Yohai Kaspi
The midlatitude climate and weather are shaped by storms, yet the factors governing their predictability remain insufficiently understood. Here, we use a Convolutional Neural Netwo…
Quantifying the Influence of Climate on Storm Activity Using Machine Learning
Or Hadas, Yohai Kaspi
Extratropical storms shape midlatitude weather and vary due to the slowly evolving climate and the rapid changes in synoptic conditions. While the influence of each factor has been…
A Lagrangian Perspective on the Growth of Midlatitude Storms
Or Hadas, Yohai Kaspi
Extratropical storms dominate midlatitude climate and weather and are known to grow baroclinicaly and decay barotropicaly. Traditionally, quantitative climatic measures of storm gr…