Typhoon Case Comparison Analysis Between Heterogeneous Many-Core and Homogenous Multicore Supercomputing Platforms

In this paper, a typical experiment is carried out based on a high-resolution air-sea coupled model, namely, the coupled ocean-atmosphere-wave-sediment transport (COAWST) model, on both heterogeneous many-core (SW) and homogenous multicore (Intel) supercomputing platforms. We construct a hindcast of Typhoon Lekima on both the SW and Intel platforms, compare the simulation results between these two platforms and compare the key elements of the atmospheric and ocean modules to reanalysis data. The comparative experiment in this typhoon case indicates that the domestic many-core computing platform and general cluster yield almost no differences in the simulated typhoon path and intensity, and the differences in surface pressure (PSFC) in the WRF model and sea surface temperature (SST) in the short-range forecast are very small, whereas a major difference can be identified at high latitudes after the first 10 days. Further heat budget analysis verifies that the differences in SST after 10 days are mainly caused by shortwave radiation variations, as influenced by subsequently generated typhoons in the system. These typhoons generated in the hindcast after the first 10 days attain obviously different trajectories between the two platforms.