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Volumn 87 LNCSE, Issue , 2012, Pages 187-196

Hierarchical algorithmic differentiation a case study

Author keywords

Algorithmic differentiation; Atmospheric remote sensing; Inverse problems

Indexed keywords

ADJOINT SIMULATION; ADJOINTS; ALGORITHMIC DIFFERENTIATIONS; ATMOSPHERIC REMOTE SENSING; BLACK BOXES; FORWARD SIMULATION; INTERFACE CONTRACTION; MEMORY CONSUMPTION; PERFORMANCE ANALYSIS; RUNTIMES; SEMI-AUTOMATIC GENERATION;

EID: 84865551626     PISSN: 14397358     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-30023-3_17     Document Type: Conference Paper
Times cited : (8)

References (17)
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  • 2
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    • What color is your Jacobian? Graph coloring for computing derivatives
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    • Gebremedhin, A.1    Manne, F.2    Pothen, A.3
  • 3
    • 0030168036 scopus 로고    scopus 로고
    • Algorithm 755: ADOL-C: A package for the automatic differentiation of algorithms written in C/C++
    • Griewank, A., Juedes, D., Utke, J.: Algorithm 755: ADOL-C: A package for the automatic differentiation of algorithms written in C/C++. ACM Transactions on Mathematical Software 22(2), 131-167 (1996). URL http://doi.acm.org/10.1145/ 229473.229474
    • (1996) ACM Transactions on Mathematical Software , vol.22 , Issue.2 , pp. 131-167
    • Griewank, A.1    Juedes, D.2    Utke, J.3
  • 4
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    • Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation
    • 2nd edn. SIAM, Philadelphia, PA
    • Griewank, A., Walther, A.: Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation, 2nd edn. No. 105 in Other Titles in AppliedMathematics. SIAM, Philadelphia, PA (2008). URL http://www.ec-securehost. com/SIAM/OT105.html
    • (2008) No. 105 in Other Titles in AppliedMathematics
    • Griewank, A.1    Walther, A.2
  • 6
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    • Efficient derivative codes through automatic differentiation and interface contraction: An application in biostatistics
    • DOI 10.1137/S1064827595281800. URL http://link.aip.org/link/?SCE/18/1056/ 1
    • Hovland, P.D., Bischof, C.H., Spiegelman, D., Casella, M.: Efficient derivative codes through automatic differentiation and interface contraction: An application in biostatistics. SIAM Journal on Scientific Computing 18(4), 1056-1066 (1997). DOI 10.1137/S1064827595281800. URL http://link.aip.org/link/? SCE/18/1056/1
    • (1997) SIAM Journal on Scientific Computing , vol.18 , Issue.4 , pp. 1056-1066
    • Hovland, P.D.1    Bischof, C.H.2    Spiegelman, D.3    Casella, M.4
  • 8
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    • Optimal accumulation of Jacobian matrices by elimination methods on the dual computational graph
    • DOI 10.1007/s10107-003-0456-9
    • Naumann, U.: Optimal accumulation of Jacobian matrices by elimination methods on the dual computational graph. Math. Prog. 99(3), 399-421 (2004). DOI 10.1007/s10107-003-0456-9
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  • 12
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    • Elimination ad applied to jacobian assembly for an implicit compressible cfd solver
    • Tadjouddine, M., Forth, S., Qin, N.: Elimination ad applied to jacobian assembly for an implicit compressible cfd solver. International journal for numerical methods in fluids 47(10-11), 1315-1321 (2005)
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  • 13
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    • Adjoint differentiation of a structural dynamics solver
    • H.M. Bücker, G. Corliss, P. Hovland, U. Naumann, B. Norris (eds.) Automatic Differentiation: Applications, Theory, and Implementations, Springer, New York, NY DOI 10.1007/3-540-28438-9 27
    • Tadjouddine, M., Forth, S.A., Keane, A.J.: Adjoint differentiation of a structural dynamics solver. In: H.M. Bücker, G. Corliss, P. Hovland, U. Naumann, B. Norris (eds.) Automatic Differentiation: Applications, Theory, and Implementations, Lecture Notes in Computational Science and Engineering, vol. 50, pp. 309-319. Springer, New York, NY (2005). DOI 10.1007/3-540-28438-9 27
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    • (2010) Atmos. Meas. Tech. , vol.3 , Issue.2 , pp. 339-354
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