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Andres M. Aguirre-Mesa, Manuel J. Garcia, Harry Millwater
MultiZ: A Library for Computation of High-Order Derivatives Using Multicomplex or Multidual Numbers
Article in ACM Trans. Math. Softw., Association for Computing Machinery, 2020
Theory & Techniques:
Higher Order
Arne Bockhorn, Sri Hari Krishna Narayanan, Andrea Walther
Checkpointing Approaches for the Computation of Adjoints Covering Resilience Issues
Conference proceeding, 2020 Proceedings of the Ninth SIAM Workshop on Combinatorial Scientific Computing, Seattle, Washington, USA, February 11--13, 2020, SIAM, 2020
Theory & Techniques:
Checkpointing
Jose Maria Varas Casado, Rob Hewson
Algorithm 1008: Multicomplex Number Class for Matlab, with a Focus on the Accurate Calculation of Small Imaginary Terms for Multicomplex Step Sensitivity Calculations
Article in ACM Trans. Math. Softw., Association for Computing Machinery, 2020
Theory & Techniques:
Multicomplex Step Differentiation
Siamak Akbarzadeh, Jan Hückelheim, Jens-Dominik Müller
Consistent treatment of incompletely converged iterative linear solvers in reverse-mode algorithmic differentiation
Article in Computational Optimization and Applications, Springer Science and Business Media LLC, 2020
Theory & Techniques:
Iteration
Dmitri Goloubentsev, Evgeny Lakshtanov
Automatic adjoint differentiation for gradient descent and model calibration
Article in International Journal of Wavelets, Multiresolution and Information Processing, 2020
not yet classified
Lianfa Li
Optimal Inversion of Conversion Parameters from Satellite AOD to Ground Aerosol Extinction Coefficient Using Automatic Differentiation
Article in Remote Sensing, 2020
Application Area:
Remote Sensing
Tools:
Tensorflow
Prabhakar Marepalli, Sanjay R. Mathur, Jayathi Y. Murthy
Automatic differentiation approach for property computations in nanoscale thermal transport
Article in Computer Physics Communications, 2020
Application Area:
Heat Transport

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