Sustainable Software Ecosystems: Software Engineers, Domain Scientists,   and Engineers Collaborating for Science
  The development of scientific software is often a partnership between domain scientists and scientific software engineers. It is especially important to embrace these collaborations when developing advanced scientific software, where sustainability, reproducibility, and extensibility are important. In the ideal case, as discussed in this manuscript, this brings together teams composed of the world's foremost scientific experts in a given field with seasoned software developers experienced in forming highly collaborative teams working on software to further scientific research. 
Marcus D. Hanwell, Patrick O'Leary, and Bob O'Bara
cs.SE