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This paper presents a 2048-spin bulk acoustic wave Ising machine using microwave delay lines, achieving all-to-all connectivity and solving MAX-CUT, number partitioning, and Sudoku problems with higher thermal stability and performance compared to state-of-the-art coherent Ising machines.