Publications from 2016
Introduction
Applications
Tools
Research Groups
Workshops
Publications
   List Publications
   Advanced Search
   Info
   Add Publications
My Account
About


Emil I. Slusanschi, Vlad Dumitrel
ADiJaC -- Automatic Differentiation of Java Classfiles
Article in ACM Transaction on Mathematical Software, ACM, 2016
Tools:
ADiJaC
Jan Christian Hückelheim
Discrete adjoints on many cores: Algorithmic differentiation of accelerated fluid simulations
Ph.D. thesis, School of Engineering and Materials Science, Queen Mary University of London, 2016
Application Area:
Aerodynamics
Theory & Techniques:
Checkpointing, Iteration, Parallelism, Static Analysis
Mu Wang, Assefaw Gebremedhin, Alex Pothen
Capitalizing on live variables: new algorithms for efficient Hessian computation via automatic differentiation
Article in Mathematical Programming Computation, 2016
Theory & Techniques:
Hessian
Mu Wang, Alex Pothen, Paul Hovland
Edge Pushing is Equivalent to Vertex Elimination for Computing Hessians
Conference proceeding, 2016 Proceedings of the Seventh SIAM Workshop on Combinatorial Scientific Computing, Albuquerque, New Mexico, USA, October 10--12, SIAM, 2016
Theory & Techniques:
Hessian
Johannes Lotz, Uwe Naumann, Sumit Mitra
Mixed Integer Programming for Call Tree Reversal
Conference proceeding, 2016 Proceedings of the Seventh SIAM Workshop on Combinatorial Scientific Computing, Albuquerque, New Mexico, USA, October 10--12, SIAM, 2016
Theory & Techniques:
Checkpointing
J. Revels, M. Lubin, T. Papamarkou
Forward-Mode Automatic Differentiation in Julia
Article in arXiv:1607.07892 [cs.MS], 2016
Tools:
ForwardDiff.jl
D. N. Goldberg, S. H. K. Narayanan, L. Hascoët, J. Utke
An optimized treatment for algorithmic differentiation of an important glaciological fixed-point problem
Article in Geoscientific Model Development, 2016
Application Area:
Climate Modeling
Tools:
OpenAD
Theory & Techniques:
Fixpoint
D. A. Belikov, S. Maksyutov, A. Yaremchuk, A. Ganshin, T. Kaminski, S. Blessing, M. Sasakawa, A. J. Gomez-Pelaez, A. Starchenko
Adjoint of the global Eulerian--Lagrangian coupled atmospheric transport model (A-GELCA v1.0): development and validation
Article in Geoscientific Model Development, 2016
Application Area:
Climate Modeling
Tools:
TAF
Phil Brubaker
Engineering Design Optimization using Calculus Level Methods
2016
not yet classified
Michel Schanen, Oana Marin, Hong Zhang, Mihai Anitescu
Asynchronous Two-level Checkpointing Scheme for Large-scale Adjoints in the Spectral-Element Solver Nek5000
Article in Procedia Computer Science, 2016
Theory & Techniques:
Checkpointing
Audrunas Gruslys, Remi Munos, Ivo Danihelka, Marc Lanctot, Alex Graves
Memory-Efficient Backpropagation Through Time
Advances in Neural Information Processing Systems 29, Curran Associates, Inc., 2016
Theory & Techniques:
Checkpointing
Mahmudul Hasan, Shahadat Hossain, Ahamad Imtiaz Khan, Nasrin Hakim Mithila, Ashraful Huq Suny
DSJM: A Software Toolkit for Direct Determination of Sparse Jacobian Matrices
Conference proceeding, Mathematical Software -- ICMS 2016, 5th International Conference, Berlin, Germany, July 11--14, 2016,, Springer International Publishing, 2016
Theory & Techniques:
graph coloring, Sparsity
Wei Xu, Xi Chen, Thomas F. Coleman
The efficient application of automatic differentiation for computing gradients in financial applications
Article in The Journal of Computational Finance, Infopro Digital Services Ltd, 2016
Application Area:
Finance
Tools:
ADMAT / ADMIT
Theory & Techniques:
Hierarchical Approach

back
  

Contact:
autodiff.org
Username:
Password:
(lost password)