LCS.jl delivers a portable Julia implementation of multiphase turbulence simulation with a new GPU particle-communication method that cuts communication time to 10% and achieves up to 18x GPU speedup over CPU while maintaining strong scaling above 85% on hundreds of GPUs.
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2026 1verdicts
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LCS.jl: A High-Performance, Multi-Platform Computational Model in Julia for Turbulent Particle-Laden Flows
LCS.jl delivers a portable Julia implementation of multiphase turbulence simulation with a new GPU particle-communication method that cuts communication time to 10% and achieves up to 18x GPU speedup over CPU while maintaining strong scaling above 85% on hundreds of GPUs.