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Filip Srajer, Zuzana Kukelova, Andrew Fitzgibbon
A benchmark of selected algorithmic differentiation tools on some problems in computer vision and machine learning
Article in
Special issue of Optimization Methods & Software: Advances in Algorithmic Differentiation, Taylor & Francis,
2018 |
Tools:
Adept, ADiMat, ADOL-C, DiffSharp, TAPENADE, Theano
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Danping Cao, Wenyuan Liao
A computational method for full waveform inversion of crosswell seismic data using automatic differentiation
Article in
Computer Physics Communications, 2015 |
Application Area:
Geophysics
Tools:
TAPENADE
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J. Xu, F. Schreier, P. Vogt, A. Doicu, T. Trautmann
A sensitivity study for far infrared balloon-borne limb emission sounding of stratospheric trace gases
Article in
Geosci. Instrum. Method. Data Syst. Disc., 2013 |
Application Area:
Physics, Atmospheric remote sensing
Tools:
TAPENADE
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Jong G. Kim, Elizabeth C. Hunke, William H. Lipscomb
A Sensitivity-Enhanced Simulation Approach for Community Climate System Model
Conference proceeding,
Computational Science -- ICCS 2006, Springer,
2006 |
Application Area:
Meteorology
Tools:
TAPENADE
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Laurent Hascoët, Stefka Fidanova, Christophe Held
Adjoining Independent Computations
Automatic Differentiation of Algorithms: From Simulation to Optimization, Springer,
2002 |
Application Area:
Computational Fluid Dynamics
Tools:
TAPENADE
Theory & Techniques:
Reverse Mode
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C. Praveen
Adjoint code development and optimization using automatic differentiation
NAL,
2006 |
Application Area:
Computational Fluid Dynamics, Engineering, Optimization
Tools:
TAPENADE
Theory & Techniques:
Adjoint, Code Optimization, Implementation Strategies, Iteration, Reverse Mode
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C. A. Mader, J. R. R. A Martins, J. J Alonso, E. van der Weide
ADjoint: An approach for the rapid development of discrete adjoint solvers
Article in
AIAA Journal, 2008 |
Application Area:
Computational Fluid Dynamics
Tools:
ADIFOR, TAF, TAPENADE
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Sandro Sorella, Luca Capriotti
Algorithmic differentiation and the calculation of forces by quantum Monte Carlo
Article in
The Journal of Chemical Physics, 2010 |
Application Area:
Chemistry
Tools:
TAPENADE
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F. Schreier, S. Gimeno Garc\'ia, M. Vasquez, J. Xu
Algorithmic vs. finite difference Jacobians for infrared atmospheric radiative transfer
Article in
J. Quant. Spectrosc. & Radiat. Transfer VOLUME = 164, 2015 |
Application Area:
Atmospheric radiative transfer, Atmospheric remote sensing, Radiation, Remote Sensing
Tools:
TAPENADE
Theory & Techniques:
Tangent
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P. Cusdin, J. -D. Müller
An Introduction to Tangent and Adjoint Mode Automatic Differentiation for Computational Fluid Dynamics
QUB School of Aeronautical Engineering, 2003 |
Application Area:
Computational Fluid Dynamics
Tools:
Adifor, TAMC, TAF, Tapenade
Theory & Techniques:
Introduction, Reverse Mode
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P. Cusdin, J. -D. Müller
Automatic Differentiation and Sensitivity Analysis Methods for CFD
QUB School of Aeronautical Engineering, 2003 |
Application Area:
Computational Fluid Dynamics
Tools:
ADIFOR, TAF, TAPENADE
Theory & Techniques:
Tangent, Adjoint
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Laurent Hascoët, Mariano Vázquez, Alain Dervieux
Automatic Differentiation for Optimum Design, Applied to Sonic Boom Reduction
Conference proceeding,
Computational Science and Its Applications -- ICCSA 2003, Proceedings of the International Conference on Computational Science and its Applications, Montreal, Canada, May 18--21, 2003. Part II, Springer,
2003 |
Application Area:
Computational Fluid Dynamics
Tools:
TAPENADE
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Mihai Alexe, Oleg Roderick, Jean Utke, Mihai Anitescu, Paul Hovland, Thomas Fanning.
Automatic Differentiation of Codes in Nuclear Engineering Application
Argonne National Laboratory, 2009 |
Application Area:
Engineering
Tools:
OpenAD, TAPENADE
Theory & Techniques:
Forward Mode, Reverse Mode
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William Castaings, Denis Dartus, Marc Honnorat, François-Xavier Le Dimet, Youssef Loukili, Jérôme Monnier
Automatic Differentiation: A Tool for Variational Data Assimilation and Adjoint Sensitivity Analysis for Flood Modeling
Automatic Differentiation: Applications, Theory, and Implementations, Springer,
2005 |
Application Area:
Flood Modeling
Tools:
Tapenade
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P. Cusdin
Automatic Sensitivity Code for Computational Fluid Dynamics
Ph.D. thesis,
Queens University, 2005 |
Application Area:
Computational Fluid Dynamics
Tools:
Adifor, TAF, TAMC, Tapenade
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R. Seidler
Automatisierte Anbindung von Simulations- und Optimierungssoftware zur parallelen Lösung inverser Problemklassen
Ph.D. thesis,
Department of Mathematics and Computer Science, Friedrich Schiller University Jena, 2020 |
Application Area:
Inverse Problems, Optimization
Tools:
TAPENADE
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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
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Henrik Büsing
Challenges in simulation of geological CO_2 sequestration and supercritical geothermal reservoirs
Ph.D. thesis,
RWTH Aachen University,
2021 |
Application Area:
Geophysics
Tools:
ADiMat, TAPENADE
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Laurent Hascoët, R. -M. Greborio, Valérie Pascual
Computing Adjoints by Automatic Differentiation with TAPENADE
Conference proceeding,
École INRIA-CEA-EDF ``Problèmes non-linéaires appliqués″, Springer,
2005 |
Tools:
TAPENADE
Theory & Techniques:
Adjoint
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M. Araya-Polo, Laurent Hascoët
Data Flow Algorithms in the TAPENADE Tool for Automatic Differentiation
Conference proceeding,
Proceedings of the European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2004), University of Jyväskylä,
2004 |
Tools:
TAPENADE
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