A usability case study of algorithmic differentiation tools on the ISSM ice sheet model

Author:

Hück Alexander1,Bischof Christian1,Sagebaum Max2,Gauger Nicolas R.2,Jurgelucks Benjamin3,Larour Eric4,Perez Gilberto5

Affiliation:

1. Scientific Computing, Technische Universität Darmstadt, Darmstadt, Germany

2. Scientific Computing, Technische Universität Kaiserslautern, Kaiserslautern, Germany

3. Institut für Mathematik, Universität Paderborn, Paderborn, Germany

4. Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA

5. School of Information and Computer Sciences, University of California, Irvine, CA, USA

Funder

German Science Foundation

Deutsche Forschungsgemeinschaft

Publisher

Informa UK Limited

Subject

Applied Mathematics,Control and Optimization,Software

Reference32 articles.

1. P.R. Amestoy, I.S. Duff, J.Y. L'Excellent, and J. Koster,MUMPS: A general purpose distributed memory sparse solver, inInternational Workshop on Applied Parallel Computing, T. Sørevik, F. Manne, A.H. Gebremedhin, and R. Moe, eds. Springer, Berlin, 2000, pp. 121–130.

2. Data Assimilation

3. C.H. Bischof and M.R. Haghighat,Hierarchical approaches to automatic differentiation, inComputational Differentiation: Techniques, Applications, and Tools, M. Berz, C. Bischof, G. Corliss, and A. Griewank, eds. SIAM, Philadelphia, 1996, pp. 83–94.

4. Adifor 2.0: automatic differentiation of Fortran 77 programs

5. Implementation of automatic differentiation tools

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