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Johannes Lotz
Hybrid approaches to adjoint code generation with dco/c++
Ph.D. thesis,
Department of Computer Science, RWTH Aachen University, 2016 |
Tools:
dco/c++
Theory & Techniques:
Checkpointing, Hierarchical Approach, Integration of Analytic Derivatives
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Estévez Schwarz, D. , R. Lamour
Diagnosis of singular points of properly stated DAEs using automatic differentiation
Article in
Numerical Algorithms, 2016 |
Application Area:
Differential-Algebraic Equation
Tools:
AlgoPy
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Jukka I. Toivanen
An Automatic Differentiation Based Approach to the Level Set Method
Mathematical Modeling and Optimization of Complex Structures, Springer International Publishing,
2016 |
not yet classified
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Biswa Sengupta, Karl J. Friston, Will D. Penny
Gradient-based MCMC samplers for dynamic causal modelling
Article in
NeuroImage, 2016 |
Application Area:
Neuroscience
Tools:
ADiMat
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Victor Alejandro Merchan, Günter Wozny
Comparative Evaluation of Rigorous Thermodynamic Models for the Description of the Hydroformylation of 1-Dodecene in a Thermomorphic Solvent System
Article in
Industrial & Engineering Chemistry Research, 2016 |
Application Area:
Thermodynamics
Tools:
ADiMat
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Zichao (Wendy) Di, Sven Leyffer, Stefan M. Wild
Optimization-Based Approach for Joint X-Ray Fluorescence and Transmission Tomographic Inversion
Article in
SIAM Journal on Imaging Sciences, 2016 |
Application Area:
Imaging
Tools:
ADiMat
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Thomas F. Coleman, Wei Xu
Automatic Differentiation in MATLAB Using ADMAT with Applications
SIAM,
2016 |
Theory & Techniques:
General, Introduction
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Guillaume Aupy, Julien Herrmann, Paul Hovland, Yves Robert
Optimal Multistage Algorithm for Adjoint Computation
Article in
SIAM Journal on Scientific Computing, 2016 |
Theory & Techniques:
Checkpointing
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Xiao Jian Zhou, Ting Jiang
Enhancing Least Square Support Vector Regression with Gradient Information
Article in
Neural Processing Letters, 2016 |
Application Area:
Machine Learning
Tools:
ADiMat
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U. J. Römer, C. Kuhs, M. J. Krause, A. Fidlin
Simultaneous optimization of gait and design parameters for bipedal robots
Conference proceeding,
2016 IEEE International Conference on Robotics and Automation (ICRA), Stockholm, Sweden, May 16--21, 2016, IEEE,
2016 |
Application Area:
Robotics
Tools:
ADiMat
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H. M. Bücker, M. Lülfesmann, M. A. Rostami
Enabling Implicit Time Integration for Compressible Flows by Partial Coloring: A Case Study of a Semi-matrix-free Preconditioning Technique
Conference proceeding,
2016 Proceedings of the Seventh SIAM Workshop on Combinatorial Scientific Computing, Albuquerque, New Mexico, USA, October 10--12, SIAM,
2016 |
Application Area:
Aerodynamics
Theory & Techniques:
Sparsity
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Ali Elham, van Tooren, Michel JL
Tool for preliminary structural sizing, weight estimation, and aeroelastic optimization of lifting surfaces
Article in
Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 2016 |
Application Area:
Aerodynamics
Tools:
INTLAB
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Jeffrey Mark Siskind, Barak A. Pearlmutter
Binomial Checkpointing for Arbitrary Programs with No User Annotation
2016 |
Tools:
lambda calculus
Theory & Techniques:
Checkpointing, Implementation Strategies
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Jeffrey Mark Siskind, Barak A. Pearlmutter
Efficient Implementation of a Higher-Order Language with Built-In AD
2016 |
Theory & Techniques:
Implementation Strategies, Performance
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Atılım Güneş Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
DiffSharp: An AD Library for .NET Languages
2016 |
Tools:
DiffSharp
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Atılım Güneş Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
Tricks from Deep Learning
2016 |
Application Area:
Machine Learning
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Robert Kelly, Barak A. Pearlmutter, Jeffrey Mark Siskind
Evolving the Incremental λ Calculus into a Model of Forward AD
2016 |
Tools:
lambda calculus
Theory & Techniques:
Forward Mode, Software Engineering, Tangent
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O. Rios, E. Pastor, M. M. Valero, E. Planas
Short-term fire front spread prediction using inverse modelling and airborne infrared images
Article in
International Journal of Wildland Fire, 2016 |
Application Area:
Wildland Fire
Tools:
ADiMat
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C. Meyer, S. M. Schnepp, O. Thoma
Optimal Control of the Inhomogeneous Relativistic Maxwell--Newton--Lorentz Equations
Article in
SIAM Journal on Control and Optimization, 2016 |
Application Area:
Optimal Control
Tools:
ADiMat
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Ziga Sajovic, Martin Vuk
Operational calculus on programming spaces
arXiv, 2016 |
Application Area:
Program analysis
Tools:
dCpp
Theory & Techniques:
Operational calculus
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