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Xiang Li, Dongxiao Zhang
A backward automatic differentiation framework for reservoir simulation
Article in
Computational Geosciences, Springer International Publishing,
2014 |
Application Area:
Reservoir Simulation
Theory & Techniques:
Reverse Mode
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F. Schreier, S. Gimeno Garcia, P. Hedelt, M. Hess, J. Mendrok, M. Vasquez, J. Xu
GARLIC - A General Purpose Atmospheric Radiative Transfer Line-by-Line Infrared-Microwave Code: Implementation and Evaluation
Article in
J. Quant. Spectrosc. and Radiat. Transfer, 2014 |
Application Area:
Physics, Atmospheric radiative transfer
Tools:
TAPENADE
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M. Lülfesmann, K. Kawarabayashi
Sub-exponential graph coloring algorithm for stencil-based Jacobian computations
Article in
Journal of Computational Science, 2014 |
Theory & Techniques:
graph coloring, Sparsity
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Robert Mansel Gower, Margarida Pinheiro Mello
Computing the Sparsity Pattern of Hessians Using Automatic Differentiation
Article in
ACM Transactions on Mathematical Software, ACM,
2014 |
Theory & Techniques:
Hessian, Sparsity
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Robin J. Hogan
Fast Reverse-Mode Automatic Differentiation Using Expression Templates in C++
Article in
ACM Transactions on Mathematical Software, 2014 |
Tools:
Adept
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J. Willkomm, C. H. Bischof, H. M. Bücker
A New User Interface for ADiMat: Toward Accurate and Efficient Derivatives of Matlab Programs with Ease of Use
Article in
International Journal of Computational Science and Engineering, 2014 |
Tools:
ADiMat
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Jorge J. Moré, Stefan M. Wild
Do you trust derivatives or differences?
Article in
Journal of Computational Physics, 2014 |
Tools:
ADiMat, INTLAB
Theory & Techniques:
Stability
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Alfonso Callejo, Sri Hari Krishna Narayanan, de Jalon, Javier Garcia, Boyana Norris
Performance of automatic differentiation tools in the dynamic simulation of multibody systems
Article in
Advances in Engineering Software, 2014 |
Application Area:
Multibody Systems
Tools:
ADIC
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M. Lampe, M. Stavrou, H. M. Bücker, J. Gross, A. Bardow
Simultaneous Optimization of Working Fluid and Process for Organic Rankine Cycles (ORCs) using PC-SAFT
Article in
Industrial & Engineering Chemistry Research, 2014 |
Application Area:
Process Engineering
Tools:
ADIFOR
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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
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Steffen Rothe, Stefan Hartmann
Automatic differentiation for stress and consistent tangent computation
Article in
Archive of Applied Mechanics, Springer Berlin Heidelberg,
2014 |
Application Area:
Mechanical Engineering
Tools:
OpenAD
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R. M. Gower, A. L. Gower
Higher-order reverse automatic differentiation with emphasis on the third-order
Article in
Mathematical Programming, Springer Berlin Heidelberg,
2014 |
Tools:
ADOL-C
Theory & Techniques:
Higher Order
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A. G. Baydin, B. A. Pearlmutter
An Analysis of Publication Venues for Automatic Differentiation Research
Article in
ArXiv e-prints, 2014 |
Theory & Techniques:
General
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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
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Henrik Büsing, Johannes Willkomm, Christian H. Bischof, Christoph Clauser
Using Exact Jacobians in an Implicit Newton Method for Solving Multiphase Flow in Porous Media
Article in
International Journal of Computational Science and Engineering, 2014 |
Application Area:
Geophysics
Tools:
ADiMat
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Atiyah Elsheikh
Modeling parameter sensitivities using equation-based algorithmic differentiation techniques: The ADMSL.Electrical.Analog library
Modelica'2014: The 10th International Modelica Conference, 2014 |
not yet classified
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S. Gratton, D. Titley-Peloquin, P. Toint, J. Ilunga
Differentiating the Method of Conjugate Gradients
Article in
SIAM Journal on Matrix Analysis and Applications, 2014 |
Application Area:
Perturbation Analysis
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Gemma Gearhart, Shuai Jiang, Thomas J. May, Jane Pan, Samuel Khuyis, Matthias K. Gobbert, Bradford E. Peercy, Arthur Sherman
Dynamics of Computational Islet Simulations: Islets with majority mutated open KATP channels retain bursting
Article in
Letters in Biomathematics, 2014 |
Application Area:
Biomedicine
Tools:
ADiMat
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Andreas Griewank
On automatic differentiation and algorithmic linearization
Article in
Pesquisa Operacional, scielo,
2014 |
Theory & Techniques:
Introduction
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Torsten Bosse, Andreas Griewank
Optimal control of beer fermentation processes with Lipschitz-constraint on the control
Article in
Journal of the Institute of Brewing, 2014 |
Application Area:
Control
Tools:
ADiMat
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