Publications from 2016
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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
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
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
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
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
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
Thomas F. Coleman, Wei Xu
Automatic Differentiation in MATLAB Using ADMAT with Applications
SIAM, 2016
Theory & Techniques:
General, Introduction
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
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
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
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
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
Jeffrey Mark Siskind, Barak A. Pearlmutter
Binomial Checkpointing for Arbitrary Programs with No User Annotation
2016
Tools:
lambda calculus
Theory & Techniques:
Checkpointing, Implementation Strategies
Jeffrey Mark Siskind, Barak A. Pearlmutter
Efficient Implementation of a Higher-Order Language with Built-In AD
2016
Theory & Techniques:
Implementation Strategies, Performance
Atılım GŁneş Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
DiffSharp: An AD Library for .NET Languages
2016
Tools:
DiffSharp
Atılım GŁneş Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
Tricks from Deep Learning
2016
Application Area:
Machine Learning
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
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
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
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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