12 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…
Juno Microwave Radiometer Observations Reveal A Warmer Polar Atmosphere on Jupiter
Jiheng Hu, Cheng Li, Sushil K. Atreya +15
The intriguing circumpolar cyclone pattern at Jupiter's poles raises fundamental questions about how these systems are organized vertically and, further, how the planet's internal…
Geant4-IcyMoons: Simulating Electron Interaction Physics in Irradiated Astrophysical Ices
Gideon Yoffe, Jacques Pienaar, Ioanna Kyriakou +4
Energetic particles continuously process water ice across astrophysical and planetary environments, from interstellar clouds and comets to icy planetary surfaces. Interpreting the…
Molecular diversity as a biosignature
Gideon Yoffe, Fabian Klenner, Barak Sober +2
The search for life in the Solar System hinges on data from planetary missions. Detecting biosignatures based on molecular identity, isotopic composition, or chiral excess requires…
Dynamical constraints on the vertical structure of Jupiter's polar cyclones
Nimrod Gavriel, Yohai Kaspi
Jupiter's poles feature striking polygons of cyclones that drift westward over time, a motion governed by beta-drift (vortex motion caused by the latitudinal variation of the Corio…
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…