Publications from 2015
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V. Vassilev, M. Vassilev, A. Penev, L. Moneta, V. Ilieva
Clad -- Automatic Differentiation Using Clang and LLVM
Article in Journal of Physics: Conference Series, 2015
Tools:
Clad
M. Bambach, S. Seuren
On instabilities of force and grain size predictions in the simulation of multi-pass hot rolling processes
Article in Journal of Materials Processing Technology, 2015
Application Area:
Metal Forming
Tools:
ADiMat
Samuel Khuvis, Matthias K. Gobbert, Bradford E. Peercy
Time-stepping techniques to enable the simulation of bursting behavior in a physiologically realistic computational islet
Article in Mathematical Biosciences, 2015
Application Area:
Biomedicine
Tools:
ADiMat
Mirko Franke
Lösung regelungstechnischer Aufgabenstellungen mit Hilfe des Algorithmischen Differenzierens
2015
Application Area:
Control
Tools:
ADOL-C
Theory & Techniques:
General
A. G. Baydin, B. A. Pearlmutter, A. A. Radul, J. M. Siskind
Automatic differentiation in machine learning: a survey
Article in arXiv preprint arXiv:1502.05767, 2015
Tools:
DiffSharp
Atiyah Elsheikh
An equation-based algorithmic differentiation technique for differential algebraic equations
Article in Journal of Computational and Applied Mathematics, 2015
Application Area:
Differential-Algebraic Equation
Tools:
ADModelica
Theory & Techniques:
Equation-based AD
T. Albring, M. Sagebaum, N. R. Gauger
Development of a Consistent Discrete Adjoint Solver in an Evolving Aerodynamic Design Framework
Article in AIAA 2015-3240, 2015
Application Area:
Aerodynamics
Tools:
CoDiPack
Theory & Techniques:
Adjoint, Fixpoint
T. Albring, B. Y. Zhou, N. R. Gauger, M. Sagebaum
An Aerodynamic Design Framework based on Algorithmic Differentiation
Article in ERCOFTAC Bulletin, 2015
Application Area:
Aerodynamics
Tools:
Adept, CoDiPack
Theory & Techniques:
Adjoint, Code Optimization, Fixpoint, Performance, Reverse Mode
F. Schreier, S. Gimeno Garc\'ia, M. Vasquez, J. Xu
Algorithmic vs. finite difference Jacobians for infrared atmospheric radiative transfer
Article in J. Quant. Spectrosc. & Radiat. Transfer VOLUME = 164, 2015
Application Area:
Atmospheric radiative transfer, Atmospheric remote sensing, Radiation, Remote Sensing
Tools:
TAPENADE
Theory & Techniques:
Tangent
Atilim Gunes Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
DiffSharp: Automatic Differentiation Library
arXiv, 2015
Tools:
DiffSharp
Theory & Techniques:
Implementation Strategies
Estévez Schwarz, D. , R. Lamour
Diagnosis of singular points of structured DAEs using automatic differentiation
Article in Numerical Algorithms, 2015
Application Area:
Differential-Algebraic Equation
Tools:
INTLAB
Kamil A. Khan, Paul I. Barton
A vector forward mode of automatic differentiation for generalized derivative evaluation
Article in Optimization Methods and Software, 2015
Theory & Techniques:
Generalized Jacobian
Philipp H. W. Hoffmann
A Hitchhiker's Guide to Automatic Differentiation
Article in Numerical Algorithms, 2015
Theory & Techniques:
Introduction
M. Johannink, K. Masilamani, A. Mhamdi, S. Roller, W. Marquardt
Predictive pressure drop models for membrane channels with non-woven and woven spacers
Article in Desalination, 2015
Application Area:
Process Engineering
Tools:
ADiMat
Danping Cao, Wenyuan Liao
A computational method for full waveform inversion of crosswell seismic data using automatic differentiation
Article in Computer Physics Communications, 2015
Application Area:
Geophysics
Tools:
TAPENADE
Oliver Thoma
Optimale Steuerung der relativistischen Maxwell-Newton-Lorentz Gleichungen
Ph.D. thesis, Fakultät für Mathematik, Technische Universität Dortmund, 2015
Application Area:
Optimal Control
Tools:
ADiMat
Alexander Hück, Johannes Willkomm, Christian Bischof
Recent Trends in Computational Engineering---CE2014: Optimization, Uncertainty, Parallel Algorithms, Coupled and Complex Problems
Springer International Publishing, 2015
Tools:
ADiMat
Theory & Techniques:
Implementation Strategies
Bob Carpenter, Matthew D Hoffman, Marcus Brubaker, Daniel Lee, Peter Li
The Stan Math Library: Reverse-Mode Automatic Differentiation in C++
Article in arXiv, 2015
Application Area:
Dynamical Systems, General Purpose Software Packages, Inverse Problems, Machine Learning, Optimization, Uncertainty Analysis, Statistics
Tools:
Stan Math Library
Theory & Techniques:
Adjoint, Code Optimization, Implementation Strategies, Memory, Reverse Mode, Software Engineering, Toolkits
Oluwole Oluleke
Effect of Microwave and Conventional Autoclave Post- Curing on the Mechanical and Micro-structural Properties of Particulate Reinforced Polymer Matrix Composites
Article in Advances in Materials, Science PG, 2015
Application Area:
Biology
Tools:
AMC
Theory & Techniques:
Certification
Andrew Gelman, Daniel Lee, Jiqiang Guo
Stan: A Probabilistic Programming Language for Bayesian Inference and Optimization
Article in Journal of Educational and Behavioral Statistics, 2015
Application Area:
Machine Learning, Statistics

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