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Mark S. Gockenbach, M. J. Petro, William W. Symes
C++ Classes for Linking Optimization with Complex Simulations
Article in ACM Trans. Math. Software, 1999
not yet classified
C. R. Hardnett, R. M. Rabbah, K. V. Palem, W. F. Wong
Cache Sensitive Instruction Scheduling
Center for Research in Embedded Systems and Technologies, Georgia Institute of Technology, 2001
Theory & Techniques:
Code Optimization, Data Flow Analysis
B. D. Hall
Calculating measurement uncertainty for complex-valued quantities
Article in Measurement Science and Technology, 2003
Theory & Techniques:
Uncertainties
B. D. Hall
Calculating measurement uncertainty using automatic differentiation
Article in Measurement Science and Technology, 2002
Theory & Techniques:
Uncertainties
Christian H. Bischof, Larry Green, Ken Haigler, T. Knauff
Calculation of Sensitivity Derivatives for Aircraft Design Using Automatic Differentiation
Conference proceeding, Proceedings of the 5th AIAA/NASA/USAF/ISSMO Symposium on Multidisciplinary Analysis and Optimization, AIAA 94-4261, American Institute of Aeronautics and Astronautics, 1994
Application Area:
Computational Fluid Dynamics
Tools:
ADIFOR
Martin Berz
Calculus and Numerics on Levi-Civita Fields
Conference proceeding, Computational Differentiation: Techniques, Applications, and Tools, SIAM, 1996
not yet classified
Uwe Naumann
Call Tree Reversal is NP-Complete
Advances in Automatic Differentiation, Springer, 2008
Theory & Techniques:
Adjoint, Checkpointing
Wolfgang Knorr, Peter Cox
CAMELS-Carbon Assimilation and Modelling of the European Land Surface
Conference proceeding, Inverse modelling of national and EU greenhouse gas emission inventories, 2004
Application Area:
Biogeochemistry
Tools:
TAF
Theory & Techniques:
Adjoint, Hessian
Mu Wang, Assefaw Gebremedhin, Alex Pothen
Capitalizing on live variables: new algorithms for efficient Hessian computation via automatic differentiation
Article in Mathematical Programming Computation, 2016
Theory & Techniques:
Hessian
W. Knorr, N. Gobron, M. Scholze, P. Rayner, T. Kaminski, R. Giering, H. Widmann, J. Kattge
Carbon and fAPAR assimilation within CCDAS
Conference proceeding, Proceedings of ECMWF/ELDAS Workshop on Land Surface Assimilation, 8-11 November 2004, European Centre for Medium-Range Weather Forecasts, 2005
Application Area:
Biogeochemistry
Theory & Techniques:
Adjoint, Hessian
Joel A. E. Andersson, Joris Gillis, Greg Horn, James B. Rawlings, Moritz Diehl
CasADi -- A software framework for nonlinear optimization and optimal control
Article in Mathematical Programming Computation, 2018
Tools:
CasADi
Joel Andersson, Johan \AAkesson, Moritz Diehl
CasADI: A Symbolic Package for Automatic Differentiation and Optimal Control
Recent Advances in Algorithmic Differentiation, Springer, 2012
Tools:
CasADI
M. Araya-Polo, L. Hascoët
Certification of Directional Derivatives Computed by Automatic Differentiation
Article in WSEAS TRANSACTIONS on CIRCUITS and SYSTEMS, WSEAS, 2005
Application Area:
General
Tools:
TAPENADE
Theory & Techniques:
General
Paul J. Werbos
Changes in Global Policy Analysis Procedures Suggested by New Methods of Optimization
Article in Policy Analysis and Information Systems, 1979
not yet classified
M. Bambach, H. M. Bücker, S. Heppner, M. Herty, I. N. Vladimirov
Characteristics of testing conditions for constitutive models in metal plasticity
Article in Journal of Engineering Mathematics, 2014
Application Area:
Material Science
Tools:
ADIFOR
John D. Pryce, Mohamed Tadjouddine
Cheap Jacobians by AD Regarded as Compact LU Factorization
2005
Theory & Techniques:
Code Optimization, Data Flow Analysis, X-Country
Bruce Christianson
Cheap Newton Steps for Optimal Control Problems: Automatic Differentiation and Pantoja Algorithm
Article in Optimization Methods and Software, 1999
Theory & Techniques:
Parallelism
Derya B. Özyurt, Paul I. Barton
Cheap Second Order Directional Derivatives of Stiff ODE Embedded Functionals
Article in SIAM Journal on Scientific Computing, 2005
Application Area:
Engineering, Ordinary Differential Equations
Tools:
TAMC
Theory & Techniques:
Hessian
Laurent Hascoët, Jean Utke, Uwe Naumann
Cheaper adjoints by reversing address computations
Article in Scientific Programming, IOS Press, 2008
Theory & Techniques:
Code Optimization, Data Flow Analysis, Recomputation, Reverse Mode
Uwe Naumann
Cheaper Jacobians by Simulated Annealing
Article in SIAM J. Opt., 2002
Theory & Techniques:
Code Optimization

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