A graph-based methodology for constructing computational models that automates adjoint-based sensitivity analysis

Author:

Gandarillas Victor,Joshy Anugrah Jo,Sperry Mark Z.,Ivanov Alexander K.,Hwang John T.

Funder

National Aeronautics and Space Administration

National Science Foundation

Publisher

Springer Science and Business Media LLC

Reference55 articles.

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3. Alnæs MS, Mardal K-A (2012) SYFI and SFC: symbolic finite elements and form compilation. Springer, New York

4. Alnæs MS, Logg A, Ølgaard KB, Rognes ME, Wells GN (2014) Unified form language: a domain-specific language for weak formulations of partial differential equations. ACM Trans Math Softw 40(2):1–37

5. Baydin AG, Pearlmutter BA, Radul AA, Siskind JM (2018) Automatic differentiation in machine learning: a survey. J March Learn Res 18:1–43

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