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[1-9]
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[Title],
[Author],
[Editor],
[Year] |
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Dagmar Monett, René Lamour, Andreas Griewank
Index Determination in DAEs Using the Library indexdet and the ADOL-C Package for Algorithmic Differentiation
Advances in Automatic Differentiation, Springer,
2008 |
Application Area:
Differential-Algebraic Equation
Tools:
ADOL-C
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James Bergstra, Olivier Breuleux, Frédéric Bastien, Pascal Lamblin, Razvan Pascanu, Guillaume Desjardins, Joseph Turian, Yoshua Bengio
Theano: a CPU and GPU Math Expression Compiler
Conference proceeding,
Proceedings of the Python for Scientific Computing Conference (SciPy), 2010 |
Tools:
Theano
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Komlanvi Lampoh, Isabelle Charpentier, El Mostafa Daya
A generic approach for the solution of nonlinear residual equations. Part III: Sensitivity computations
Article in
Computer Methods in Applied Mechanics and Engineering, 2011 |
Tools:
Diamant, ADiMat
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Sebastian F. Walter, Lutz Lehmann, René Lamour
On evaluating higher-order derivatives of the QR decomposition of tall matrices with full column rank in forward and reverse mode algorithmic differentiation
Article in
Optimization Methods and Software, 2012 |
Theory & Techniques:
Higher Order, Taylor Arithmetic
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M. Lampe, M. Stavrou, H. M. Bücker, J. Gross, A. Bardow
Simultaneous Optimization of Working Fluid and Process for Organic Rankine Cycles (ORCs) using PC-SAFT
Article in
Industrial & Engineering Chemistry Research, 2014 |
Application Area:
Process Engineering
Tools:
ADIFOR
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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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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
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Harshitha Menon, Michael O. Lam, Daniel Osei-Kuffuor, Markus Schordan, Scott Lloyd, Kathryn Mohror, Jeffrey Hittinger
ADAPT: algorithmic differentiation applied to floating-point precision tuning
Conference proceeding,
Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018, Dallas, TX, USA, November 11--16, 2018, IEEE / ACM,
2018 |
Application Area:
Error Analysis
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van Merriënboer, Bart, Olivier Breuleux, Arnaud Bergeron, Pascal Lamblin
Automatic differentiation in ML: Where we are and where we should be going
Conference proceeding,
Advances in Neural Information Processing Systems, Curran Associates, Inc.,
2018 |
Theory & Techniques:
General, Implementation Strategies
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