A new area called domain-specific metacomputing for computational science is defined. This area cuts across the larger areas of parallel and distributed computing, computational science, and software engineering in search of techniques and technology that will better allow the creation of useful tools for computational scientists. The paper focuses on how metacomputing, domain-specific environments, and software architectures can be employed as key technologies to this end.