2003SIAM ReviewRequires access

Elements of Computational Science and Engineering Education

Osman Yaşar, Rubin H. Landau

Open publisher page 65 citations

Abstract

The multidisciplinary nature of computational science and engineering (CSE) and its relation to other disciplines is described. The stages through which CSE education is evolving, from initial recognition in the 1980s to present growth, are discussed. The challenges and benefits of different approaches to CSE education are discussed, as is the emergence of a set of core elements common to different approaches. The content of courses, curricula, and degrees offered in CSE are reviewed, and a survey is made of all undergraduate degree programs. The curricula of different programs are examined for the common "tool set" they define and analyzed for their relative weighting of computing, application, and mathematics. A trend toward a standard curriculum is noted.

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What this paper is about

The multidisciplinary nature of computational science and engineering (CSE) and its relation to other disciplines is described. The stages through which CSE education is evolving, from initial recognition in the 1980s to present growth, are discussed. The challenges and benefits of different approaches to CSE education are discussed, as is the emergence of a set of core elements common to different approaches. The content of courses, curricula, and degrees offered in CSE are reviewed, and a survey is made of all undergraduate degree programs. The curricula of different programs are examined for the common "tool set" they define and analyzed for their relative weighting of computing, application, and mathematics. A trend toward a standard curriculum is noted.

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OpenAlex reports 65 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

The multidisciplinary nature of computational science and engineering (CSE) and its relation to other disciplines is described. The stages through which CSE education is evolving, from initial recognition in the 1980s to present growth, are discussed. The challenges and benefits of different approaches to CSE education are discussed, as is the emergence of a set of core elements common to different approaches. The content of courses, curricula, and degrees offered in CSE are reviewed, and a survey is made of all undergraduate degree programs. The curricula of different programs are examined for the common "tool set" they define and analyzed for their relative weighting of computing, application, and mathematics. A trend toward a standard curriculum is noted.

Key concepts: Curriculum, Multidisciplinary approach, Weighting, Set (abstract data type), Mathematics education, Computer science, Science and engineering, Relation (database)

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