| 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
|
