High-performance computing, designed for compute-intensive workloads, is aiding life science and medical researchers in obtaining answers faster and more cost-effectively. Recent reports indicate that the market size for high-performance computing will continue to expand, with healthcare being one of the largest application areas. When high-performance computing is combined with artificial intelligence technologies, it provides significant momentum for drug discovery research, achieving exponential speed improvements. The integration of artificial intelligence is opening up new application scenarios for high-performance computing in the healthcare sector.