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H. M. Bücker, C. H. Bischof
What computers can do for you automatically: The role of automatic differentiation in inverse modeling
Article in
GACM Report, 2011 |
Tools:
ADiMat
Theory & Techniques:
General
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Patrick Heimbach, Carl Wunsch, Rui M. Ponte, Gael Forget, Chris Hill, Jean Utke
Timescales and regions of the sensitivity of Atlantic meridional volume and heat transport: Toward observing system design
Article in
Deep Sea Research Part II: Topical Studies in Oceanography, 2011 |
Application Area:
Oceanography
Tools:
OpenAD
Theory & Techniques:
Adjoint
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Klaus Hildebrandt, Christian Schulz, Christoph von Tycowicz, Konrad Polthier
Interactive Surface Modeling using Modal Analysis
Article in
Transactions on Graphics, ACM,
2011 |
Application Area:
Optimization
Tools:
ADOL-C
Theory & Techniques:
Adjoint
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Sri Hari Krishna Narayanan, Boyana Norris, Paul Hovland, Duc C. Nguyen, Assefaw H. Gebremedhin
Sparse Jacobian Computation Using ADIC2 and ColPack
Article in
Procedia Computer Science, 2011 |
Application Area:
Chemistry
Tools:
ADIC, ColPack
Theory & Techniques:
Sparsity
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H. M. Bücker, E. Slusanschi
Second-order Derivatives of the General-purpose Finite Element Package SEPRAN via Source Transformation
Article in
Mathematics and Computers in Simulation, 2011 |
Tools:
ADIFOR
Theory & Techniques:
Hessian
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K. Röbenack, J. Winkler, S. Wang
LIEDRIVERS --- A Toolbox for the Efficient Computation of Lie Derivatives Based on the Object-Oriented Algorithmic Differentiation Package ADOL-C
Conference proceeding,
Proc. of the 4th International Workshop on Equation-Based Object-Oriented Modeling Languages and Tools, 2011 |
Application Area:
Control
Tools:
ADOL-C
Theory & Techniques:
Taylor Arithmetic
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K. Röbenack, J. Winkler, C. Knoll
Direct Simulation of mechanical control systems using algorithmic differentiation
Conference proceeding,
Proc. 56^th International Scientific Colloquium, 2011 |
Application Area:
Control, Dynamical Systems, Engineering
Tools:
ADOL-C
Theory & Techniques:
Hessian
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A. Wolf
Ein Softwarekonzept zur hierarchischen Parallelisierung von stochastischen und deterministischen Inversionsproblemen auf modernen ccNUMA-Plattformen unter Nutzung automatischer Programmtransformation
Ph.D. thesis,
Department of Computer Science, RWTH Aachen University, 2011 |
Application Area:
Geophysics
Tools:
ADIFOR, TAF, TAPENADE
Theory & Techniques:
Parallelism
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Jukka I. Toivanen, Raino A. E. Mäkinen
Implementation of Sparse Forward Mode Automatic Differentiation with Application to Electromagnetic Shape Optimization
Article in
Optimization Methods and Software, 2011 |
Application Area:
Shape optimization
Tools:
ADOL-C
Theory & Techniques:
Adjoint, Dynamic Analysis, Forward Mode, graph coloring, Sparsity
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Komlanvi Lampoh, Isabelle Charpentier, El Mostafa Daya
A generic approach for the solution of nonlinear residual equations. Part III: Sensitivity computations
Article in
Computer Methods in Applied Mechanics and Engineering, 2011 |
Tools:
Diamant, ADiMat
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Umberto Picchini, Susanne Ditlevsen
Practical estimation of high dimensional stochastic differential mixed-effects models
Article in
Computational Statistics & Data Analysis, 2011 |
Application Area:
Stochastic DIfferential Equations
Tools:
ADiMat
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Virginie De Witte, Willy Govaerts
Numerical computation of normal form coefficients of bifurcations of ODEs in MATLAB
Article in
Discrete and Continous Dynamical Systems Supplements, 2011 |
Tools:
MatCont
Theory & Techniques:
Taylor Arithmetic
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R. V. Kharche
MATLAB automatic differentiation using source transformation
Ph.D. thesis,
Department of Informatics & Systems Engineering, Applied Mathematics & Scientific Computing, Cranfield Defence and Security, Cranfield University, 2011 |
Tools:
MSAD
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Petre Enciu, Laurent Gerbaud, Frédéric Wurtz
Automatic differentiation for sensitivity calculation in electromagnetism: Application for optimization of a linear actuator
Article in
IEEE Transactions on Magnetics, IEEE Magnetics Society,
2011 |
Application Area:
Electrical Engineering
Tools:
ADOL-C
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Gimeno Garcia, S. , F. Schreier, G. Lichtenberg, S. Slijkhuis
Near infrared nadir retrieval of vertical column densities: methodology and application to SCIAMACHY
Article in
Atmos. Meas. Tech., 2011 |
Application Area:
Physics, Atmospheric remote sensing
Tools:
TAPENADE
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F. Fang, C. C. Pain, I. M. Navon, G. J. Gorman, M. D. Piggott, P. A. Allison
The independent set perturbation adjoint method: A new method of differentiating mesh-based fluids models
Article in
International Journal for Numerical Methods in Fluids, John Wiley & Sons, Ltd.,
2011 |
Theory & Techniques:
Adjoint
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W. Tucker
Validated Numerics: A Short Introduction to Rigorous Computations
Princeton University Press,
2011 |
Theory & Techniques:
General
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S. F. Walter
Structured Higher-Order Algorithmic Differentiation in the Forward and Reverse Mode with Application in Optimum Experimental Design
Ph.D. thesis,
Mathematisch-Naturwissenschaftliche Fakultät II, Humboldt-Universität zu Berlin, 2011 |
Tools:
ADOL-C, AlgoPy, TAPENADE
Theory & Techniques:
Hierarchical Approach, Higher Order
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M. A. Petera
Automatic differentiation of the CapeML high-level language for process engineering
Ph.D. thesis,
Department of Computer Science, RWTH Aachen University, 2011 |
Tools:
ADiCape
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Cristian Homescu
Adjoints and Automatic (Algorithmic) Differentiation in Computational Finance
Article in
SSRN Electronic Journal, Elsevier BV,
2011 |
Application Area:
Finance
Theory & Techniques:
Introduction
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