Publications from 2015
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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
Philipp H. W. Hoffmann
A Hitchhiker's Guide to Automatic Differentiation
Article in Numerical Algorithms, 2015
Theory & Techniques:
Introduction
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
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
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
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
J. J. Jones
Analysis of algorithms for star bicoloring and related problems
Ph.D. thesis, School of Electrical Engineering and Computer Science, Russ College of Engineering and Technology, Ohio University, 2015
Theory & Techniques:
graph coloring, Sparsity
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
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
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
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
Atilim Gunes Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
DiffSharp: Automatic Differentiation Library
arXiv, 2015
Tools:
DiffSharp
Theory & Techniques:
Implementation Strategies
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
Mirko Franke
Lösung regelungstechnischer Aufgabenstellungen mit Hilfe des Algorithmischen Differenzierens
2015
Application Area:
Control
Tools:
ADOL-C
Theory & Techniques:
General
Stein Krogstad, Knut-Andreas Lie, Olav Møyner, Halvor Møll Nilsen, Xavier Raynaud, B\aard Skaflestad
MRST-AD \endash an Open-Source Framework for Rapid Prototyping and Evaluation of Reservoir Simulation Problems
Conference proceeding, SPE Reservoir Simulation Symposium, Society of Petroleum Engineers, 2015
Application Area:
Reservoir Simulation
Tools:
MRST-AD
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
Karl Bringmann, Benjamin Doerr, Adrian Neumann, Jakub Sliacan
Online Checkpointing with Improved Worst-Case Guarantees
Article in INFORMS Journal on Computing, 2015
Theory & Techniques:
Checkpointing
Aipeng Jiang, Lorenz T. Biegler, Jian Wang, Wen Cheng, Qiang Ding, Shu Jiangzhou
Optimal operations for large-scale seawater reverse osmosis networks
Article in Journal of Membrane Science, 2015
Application Area:
Water Management
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
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

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