Abstract: Abstract The objective of this paper is to present a coherent view of future avenues of research in computational engineering and science based on recent accomplishments in accurate and robust algorithm development, and on techniques for the automatic design of systems governed by partial differential equations. In light of these developments, we propose our view of a computational engineering environment for the design of multidisciplinary aerospace systems based on high-fidelity methods.