The quantum computing transformation continues to progress at an unmatched rate, transforming how we address multifaceted computational challenges. Recent quantum systems are pushing the boundaries of what was considered feasible in scientific computing. These advancements are creating novel frontiers across various sectors and fields of study. Cl