Publications from 2012
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Andrea Walther, Rama Raju Vetukuri, Lorenz T. Biegler
A first-order convergence analysis of trust-region methods with inexact Jacobians and inequality constraints
Article in Optimization Methods and Software, 2012
Application Area:
Optimization
Bruce Christianson
A Leibniz Notation for Automatic Differentiation
Recent Advances in Algorithmic Differentiation, Springer, 2012
Theory & Techniques:
General
R. M. Gower, M. P. Mello
A new framework for the computation of Hessians
Article in Optimization Methods and Software, 2012
Tools:
ADOL-C
Theory & Techniques:
Hessian
Atiyah Elsheikh, Wolfgang Wiechert
Accuracy of parameter sensitivities of DAE systems using finite difference methods
Conference proceeding, MATHMOD 2012: The 7th Vienna International Conference on Mathematical Modelling, IFAC-PapersOnLine.net, 2012
Application Area:
Differential-Algebraic Equation
Tools:
ADModelica
Theory & Techniques:
Forward Mode
Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind
AD in Fortran: Implementation via Prepreprocessor
Recent Advances in Algorithmic Differentiation, Springer, 2012
Tools:
Farfallen
Theory & Techniques:
Implementation Strategies
David A. Fournier, Hans J. Skaug, Johnoel Ancheta, James Ianelli, Arni Magnusson, Mark N. Maunder, Anders Nielsen, John Sibert
AD Model Builder: using automatic differentiation for statistical inference of highly parameterized complex nonlinear models
Article in Optimization Methods and Software, 2012
Tools:
AD Model Builder
Atiyah Elsheikh
ADGenKinetics: An Algorithmically Differentiated Library for Biochemical Networks Modeling via Simplified Kinetics Formats
Conference proceeding, Modelica'2012, The 9th International Modelica Conference, Linköping University Electronic Press, Linköpings universitet, 2012
Application Area:
Biogeochemistry, Differential-Algebraic Equation
Tools:
ADModelica
Theory & Techniques:
Forward Mode, Equation-based AD
Markus Beckers, Viktor Mosenkis, Uwe Naumann
Adjoint Mode Computation of Subgradients for McCormick Relaxations
Recent Advances in Algorithmic Differentiation, Springer, 2012
not yet classified
Hermann Schichl, Mihály Csaba Markót
Algorithmic differentiation techniques for global optimization in the COCONUT environment
Article in Optimization Methods and Software, 2012
Application Area:
Optimization
Abhishek Kr. Gupta, Shaun A. Forth
An AD-Enabled Optimization ToolBox in LabVIEW™
Recent Advances in Algorithmic Differentiation, Springer, 2012
not yet classified
Megan E. Marsh
An assessment of numerical methods for cardiac simulation
Master thesis, Department of Mathematics and Statistics, University of Saskatchewan, 2012
Application Area:
Biomedicine
Tools:
ADiMat
Jieqiu Chen, Paul Hovland, Todd Munson, Jean Utke
An Integer Programming Approach to Optimal Derivative Accumulation
Recent Advances in Algorithmic Differentiation, Springer, 2012
Theory & Techniques:
Computational Graph
Emre Özkaya, Anil Nemili, Nicolas R. Gauger
Application of Automatic Differentiation to an Incompressible URANS Solver
Recent Advances in Algorithmic Differentiation, Springer, 2012
Theory & Techniques:
Adjoint, Parallelism
Azamat Mametjanov, Boyana Norris, Xiaoyan Zeng, Beth Drewniak, Jean Utke, Mihai Anitescu, Paul Hovland
Applying Automatic Differentiation to the Community Land Model
Recent Advances in Algorithmic Differentiation, Springer, 2012
Tools:
OpenAD
Marina Menshikova, Shaun A. Forth
Automatic differentiation of quadrature
Article in Optimization Methods and Software, 2012
Theory & Techniques:
Hierarchical Approach
Jeffrey A. Fike, Juan J. Alonso
Automatic Differentiation Through the Use of Hyper-Dual Numbers for Second Derivatives
Recent Advances in Algorithmic Differentiation, Springer, 2012
Theory & Techniques:
Hessian
Asgeir Birkisson, Tobin A. Driscoll
Automatic Fr\échet Differentiation for the Numerical Solution of Boundary-Value Problems
Article in ACM Trans. Math. Softw., ACM, 2012
Theory & Techniques:
Frechet Differentiation
Joel Andersson, Johan \AAkesson, Moritz Diehl
CasADI: A Symbolic Package for Automatic Differentiation and Optimal Control
Recent Advances in Algorithmic Differentiation, Springer, 2012
Tools:
CasADI
David Juedes, Jeffrey Jones
Coloring Jacobians revisited: a new algorithm for star and acyclic bicoloring
Article in Optimization Methods and Software, 2012
Theory & Techniques:
Combinatorics, Sparsity
Jean Utke, Uwe Naumann
Combinatorial Problems in Open/AD
Combinatorial Scientific Computing, Chapman and Hall/CRC, 2012
Tools:
OpenAD
Theory & Techniques:
Combinatorics

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