As winter approaches, a seemingly thin layer of ice can bring an entire city to a standstill, creating chaos and disruption. Ice storms, a significant winter hazard across the United States, form when rain falls through a layer of warm air and subsequently freezes upon contact with cold surfaces. This process leads to the accumulation of ice on roads, trees, and power lines, posing substantial risks to infrastructure and public safety.