Sensitivity Analysis of Differential-Algebraic Equations and Partial Differential Equations

Petzold, L; Cao, Y; Li, S; Serban, R

doi:10.1016/j.compchemeng.2006.05.015

Sensitivity Analysis of Differential-Algebraic Equations and Partial Differential Equations

Conference · Tue Aug 09 04:00:00 EDT 2005

DOI:https://doi.org/10.1016/j.compchemeng.2006.05.015· OSTI ID:881892

Petzold, L; Cao, Y; Li, S; Serban, R

Sensitivity analysis generates essential information for model development, design optimization, parameter estimation, optimal control, model reduction and experimental design. In this paper we describe the forward and adjoint methods for sensitivity analysis, and outline some of our recent work on theory, algorithms and software for sensitivity analysis of differential-algebraic equation (DAE) and time-dependent partial differential equation (PDE) systems.

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Research Organization:: Lawrence Livermore National Laboratory (LLNL), Livermore, CA

Sponsoring Organization:: USDOE

DOE Contract Number:: W-7405-ENG-48

OSTI ID:: 881892

Report Number(s):: UCRL-PROC-214507

Country of Publication:: United States

Language:: English

References (21)

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Sensitivity Analysis of Differential-Algebraic Equations and Partial Differential Equations

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