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Order by: [Title], [Author], [Editor], [Year]
William Carlisle Thacker
Automatic Differentiation from an Oceanographer's Perspective
Automatic Differentiation of Algorithms: Theory, Implementation, and Application, SIAM, 1991
not yet classified
Dan Kalman, Robert Lindell
Automatic Differentiation in Astrodynamical Modeling
Automatic Differentiation of Algorithms: Theory, Implementation, and Application, SIAM, 1991
not yet classified
Pierre Aubert, Nicolas Di Césaré, Olivier Pironneau
Automatic Differentiation in C++ Using Expression Templates and Application to a Flow Control Problem
Article in Computing and Visualization in Science, 2001
Application Area:
Computational Fluid Dynamics
Tools:
FAD
Theory & Techniques:
Implementation Strategies
Bijan Mohammadi, Jean-Michel Malé, Nicole Rostaing-Schmidt
Automatic Differentiation in Direct and Reverse Modes: Application to Optimum Shapes Design in Fluid Mechanics
Computational Differentiation: Techniques, Applications, and Tools, SIAM, 1996
not yet classified
M. Sambridge, P. Rickwood, N. Rawlinson, S. Sommacal
Automatic differentiation in geophysical inverse problems
Article in Geophysical Journal International, 2007
Application Area:
Geophysics
Tools:
TAF
Theory & Techniques:
Introduction
A. G. Baydin, B. A. Pearlmutter, A. A. Radul, J. M. Siskind
Automatic differentiation in machine learning: a survey
Article in arXiv preprint arXiv:1502.05767, 2015
Tools:
DiffSharp
David R. Hill, Lawrence C. Rich
Automatic Differentiation in MATLAB
Article in Applied Numerical Mathematics, 1992
not yet classified
Thomas F. Coleman, Wei Xu
Automatic Differentiation in MATLAB Using ADMAT with Applications
SIAM, 2016
Theory & Techniques:
General, Introduction
van Merriënboer, Bart, Olivier Breuleux, Arnaud Bergeron, Pascal Lamblin
Automatic differentiation in ML: Where we are and where we should be going
Conference proceeding, Advances in Neural Information Processing Systems, Curran Associates, Inc., 2018
Theory & Techniques:
General, Implementation Strategies
Nicole Rostaing, Stéphane Dalmas, André Galligo
Automatic Differentiation in Odyssée
Article in Tellus A, 1993
Tools:
Odyssee
F. W. Pfeiffer
Automatic differentiation in PROSE
Article in ACM SIGNUM Newsletter, 1987
not yet classified
Robert M. Corless, George F. Corliss
Automatic Differentiation in Validated Defect Control for Ordinary Differential Equations
1991
not yet classified
Christian H. Bischof, George F. Corliss, Larry Green, Andreas Griewank, Ken Haigler, Perry Newman
Automatic Differentiation of Advanced CFD Codes for Multidisciplinary Design
Article in Computing Systems in Engineering, 1992
Application Area:
Computational Fluid Dynamics
Tools:
ADIFOR
Michael C. Bartholomew-Biggs, Steve Brown, Bruce Christianson, Laurence C. W. Dixon
Automatic Differentiation of Algorithms
Article in Journal of Computational and Applied Mathematics, 2000
Theory & Techniques:
Introduction
A. G. Baydin, B. A. Pearlmutter
Automatic Differentiation of Algorithms for Machine Learning
Conference proceeding, Proceedings of the AutoML Workshop at the International Conference on Machine Learning (ICML), Beijing, China, June 21--26, 2014, 2014
Application Area:
Computer Vision, Optimization
Theory & Techniques:
Forward Mode, General, Reverse Mode
George Corliss, Christèle Faure, Andreas Griewank, Laurent Hascoët, Uwe Naumann
Automatic Differentiation of Algorithms: From Simulation to Optimization
Springer, 2002
Theory & Techniques:
General
Andreas Griewank, George F. Corliss
Automatic Differentiation of Algorithms: Theory, Implementation, and Application
SIAM, 1991
Theory & Techniques:
General
N. Gauger, A. Walther, C. Moldenhauer, M. Widhalm
Automatic differentiation of an entire design chain with applications
Conference proceeding, New Results in Numerical and Experimental Fluid Mechanics VI, Springer, 2007
Application Area:
Computational Fluid Dynamics
Tools:
ADOL-C
Theory & Techniques:
Adjoint
D. Gendler, U. Naumann, B. Christianson
Automatic Differentiation of Assembler Code
Conference proceeding, Proceedings of the IADIS International Conference on Applied Computing, IADIS, 2007
Theory & Techniques:
Implementation Strategies
Roscoe A. Bartlett, David M. Gay, Eric T. Phipps
Automatic Differentiation of C++ Codes for Large-Scale Scientific Computing
Conference proceeding, Computational Science -- ICCS 2006, Springer, 2006
Tools:
Fad, Rad

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