3 papers
physics.ao-ph2026
Power laws in the sea ice floe size distribution: a stochastic theory
Samuel N. Stechmann, Jiuhua Hu, Brandon P. Montemuro +4
Sea ice is a complex system, and observations have shown that ice segments (i.e., floes) have a wide range of sizes, with a floe size distribution that follows a power law. However…
physics.geo-ph2024
Simulation and Data Assimilation in an Idealized Coupled Atmosphere-Ocean-Sea Ice Floe Model with Cloud Effects
Changhong Mou, Samuel N. Stechmann, Nan Chen
Sea ice plays a crucial role in the climate system, particularly in the Marginal Ice Zone (MIZ), a transitional area consisting of fragmented ice between the open ocean and consoli…
math.NA2024
Element learning: a systematic approach of accelerating finite element-type methods via machine learning, with applications to radiative transfer
Shukai Du, Samuel N. Stechmann
In this paper, we propose a systematic approach for accelerating finite element-type methods by machine learning for the numerical solution of partial differential equations (PDEs)…