Publications from 2014
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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
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
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
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
Robin J. Hogan
Fast Reverse-Mode Automatic Differentiation Using Expression Templates in C++
Article in ACM Transactions on Mathematical Software, 2014
Tools:
Adept
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
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
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
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
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
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
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
A. G. Baydin, B. A. Pearlmutter
An Analysis of Publication Venues for Automatic Differentiation Research
Article in ArXiv e-prints, 2014
Theory & Techniques:
General
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
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
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
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
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
Andreas Griewank
On automatic differentiation and algorithmic linearization
Article in Pesquisa Operacional, scielo, 2014
Theory & Techniques:
Introduction
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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