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Eric T. Phipps, Roscoe A. Bartlett, David M. Gay, Robert J. Hoekstra
Large-Scale Transient Sensitivity Analysis of a Radiation-Damaged Bipolar Junction Transistor via Automatic Differentiation
Advances in Automatic Differentiation, Springer, 2008
Application Area:
Electrical Engineering
Tools:
Sacado
S. Schlenkrich, A. Walther, N. R. Gauger, R. Heinrich
Differentiating Fixed Point Iterations with ADOL-C: Gradient Calculation for Fluid Dynamics
Conference proceeding, Modeling, Simulation and Optimization of Complex Processes -- Proceedings of 3rd HPSC 2006, Springer, 2008
Application Area:
Computational Fluid Dynamics
Tools:
ADOL-C
Theory & Techniques:
Reverse Mode
Jeffrey Mark Siskind, Barak A. Pearlmutter
Using Polyvariant Union-Free Flow Analysis to Compile a Higher-Order Functional-Programming Language with a First-Class Derivative Operator to Efficient Fortran-like Code
School of Electrical and Computer Engineering, Purdue University, 2008
Theory & Techniques:
Forward Mode, Functional Programming, Higher Order, Nesting
Jeffrey Mark Siskind, Barak A. Pearlmutter
Putting the Automatic Back into AD: Part I, What's Wrong
School of Electrical and Computer Engineering, Purdue University, 2008
Tools:
ADIC, ADIFOR, FADBAD/TADIFF, TAPENADE
Theory & Techniques:
Forward Mode, Higher Order, Nesting
Jeffrey Mark Siskind, Barak A. Pearlmutter
Nesting Forward-Mode AD in a Functional Framework
Article in Higher-Order and Symbolic Computation, 2008
Theory & Techniques:
Forward Mode, Functional Programming, Implementation Strategies, Nesting
Andrea Walther
Computing Sparse Hessians with Automatic Differentiation
Article in ACM Transaction on Mathematical Software, ACM, 2008
Application Area:
Optimization
Tools:
ADOL-C
Theory & Techniques:
Sparsity
M. Bartholomew-Biggs
Nonlinear Optimization with Engineering Applications
Springer, 2008
Theory & Techniques:
General
H. M. Bücker, R. Beucker, A. Rupp
Parallel minimum p-norm solution of the neuromagnetic inverse problem for realistic signals using exact Hessian-vector products
Article in SIAM Journal on Scientific Computing, 2008
Application Area:
Biomedicine
Tools:
TAF
Theory & Techniques:
Hessian
A. Bardow, C. H. Bischof, H. M. Bücker, G. Dietze, R. Kneer, A. Leefken, W. Marquardt, U. Renz, E. Slusanschi
Sensitivity-Based Analysis of the k-ε Model for the Turbulent Flow Between Two Plates
Article in Chemical Engineering Science, 2008
Application Area:
Computational Fluid Dynamics, Optimization
Tools:
ADIFOR
Andreas Griewank, Andrea Walther
Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation
SIAM, 2008
Theory & Techniques:
General, Introduction
C. H. Bischof, P. Hovland, B. Norris
On the Implementation of Automatic Differentiation Tools
Article in Higher-Order and Symbolic Computation, 2008
Theory & Techniques:
Implementation Strategies
A. Kowarz, A. Walther
Parallel Derivative Computation Using ADOL-C
Conference proceeding, Proceedings of PASA 2008, 2008
Application Area:
Physics
Tools:
ADOL-C
Theory & Techniques:
Parallelism
Uwe Naumann, Laurent Hascoët, Chris Hill, Paul Hovland, Jan Riehme, Jean Utke
A Framework for Proving Correctness of Adjoint Message-Passing Programs
Conference proceeding, Proceedings of the 15th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface, Springer-Verlag, 2008
Tools:
NAGWare Fortran 95, OpenAD
Theory & Techniques:
Adjoint, Parallelism
Sanjukta Bhowmick, Paul Hovland
Improving the Performance of Graph Coloring Algorithms through Backtracking
Conference proceeding, Computational Science -- ICCS 2008, 2008
Theory & Techniques:
graph coloring
U. Naumann
Derivative Codes in Numerical Simulation and Optimization
Conference proceeding, Proceedings of USYS'08: 2nd International Conference on Underwater System Technology, 2008
not yet classified
U. Naumann, Y. Hu
Optimal Vertex Elimination in Single-Expression-Use Graphs
Article in ACM Transactions on Mathematical Software, ACM, 2008
Theory & Techniques:
Combinatorics
D. Bozdag, A. H. Gebremedhin, F. Manne, E. Boman, U. Catalyurek
A Framework for Scalable Greedy Coloring on Distributed Memory Parallel Computers
Article in Journal of Parallel and Distributed Computing, 2008
Theory & Techniques:
Parallelism, Sparsity
Qiang Cheng, Haibin Zhang, Yonghua Zhao, Bin Wang
Improving the performance of GPS/MET 3DVAR by using the ADG software
Conference proceeding, Proceedings of First International Conference of Modeling and Simulation, ACADEMIC, 2008
Application Area:
Data Assimilation
Tools:
ADG
Roscoe A. Bartlett, Bart G. Van Bloemen Waanders, Martin Berggren
Hybrid differentiation strategies for simulation and analysis of applications in C++
Article in ACM Trans. Math. Softw., ACM, 2008
Theory & Techniques:
Hybrid
John D. Pryce, Emmanuel M. Tadjouddine
Fast Automatic Differentiation Jacobians by Compact LU Factorization
Article in SIAM Journal on Scientific Computing, SIAM, 2008
Theory & Techniques:
General

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