Fostering Reuse in Scientific Computing With Embedded Components

Component-based programming is a programming paradigm that eases software reuse but has yet to be widely adopted in scientific computing. We propose to embed component frameworks inside high-performance languages directly to improve flexibility compared to the literature. We present this approach through the example of a high-performance Bayesian inference application.