Publications#
Cite pySDC#
If you use pySDC for your work, please cite the paper, and the version of the software you used.
Robert Speck, Algorithm 997: pySDC—Prototyping Spectral Deferred Corrections, ACM Transactions on Mathematical Software 45(3), 1–23, 2019, https://doi.org/10.1145/3310410
@article{speck2019pysdc,
author = {Speck, Robert},
title = {Algorithm 997: {pySDC}---Prototyping Spectral Deferred Corrections},
journal = {ACM Transactions on Mathematical Software},
volume = {45},
number = {3},
pages = {1--23},
year = {2019},
doi = {10.1145/3310410}
}
Robert Speck, Thibaut Lunet, Thomas Baumann, Lisa Wimmer, Ikrom Akramov, Giacomo Rosilho de Souza, Jakob Fritz, Jemma Shipton, Abdelouahed Ouardghi, Gayatri Čaklović, Parallel-in-Time/pySDC, version 5.9, 2026, https://doi.org/10.5281/zenodo.594191
This DOI always leads to the latest version. For the DOI of the exact version you used, see the list of versions on Zenodo.
@software{pysdc,
author = {Speck, Robert and Lunet, Thibaut and Baumann, Thomas and Wimmer, Lisa and Akramov, Ikrom and Rosilho de Souza, Giacomo and Fritz, Jakob and Shipton, Jemma and Ouardghi, Abdelouahed and Čaklović, Gayatri},
title = {Parallel-in-Time/pySDC},
version = {5.9},
year = {2026},
doi = {10.5281/zenodo.594191},
url = {https://github.com/Parallel-in-Time/pySDC}
}
Publications using pySDC#
Research that mentions or cites pySDC, as listed in the Helmholtz Research Software Directory. To add a publication, add it as a mention there.
2026
Thomas Saupe, Sebastian Götschel, Thibaut Lunet, Daniel Ruprecht, Robert Speck: Resilience Against Soft Faults Through Adaptivity in Spectral Deferred Correction
2025
Joshua Hope-Collins, Abdalaziz Hamdan, Werner Bauer, Lawrence Mitchell, Colin Cotter: asQ: parallel-in-time finite element simulations using ParaDiag for geoscientific models and beyond, Geoscientific Model Development
Emily Lattanzio, Sansriti Ranjan, Robert Underwood, Thomas Saupe, Robert Speck, Jon C. Calhoun: Performance Analysis of Inline Compression in pySDC, 2025 IEEE High Performance Extreme Computing Conference (HPEC)
2024
Thomas Saupe, Sebastian Götschel, Thibaut Lunet, Daniel Ruprecht, Robert Speck: Adaptive time step selection for spectral deferred correction, Numerical Algorithms
Robert Kraft, Sabri Koraltan, Markus Gattringer, Florian Bruckner, Dieter Suess, Claas Abert: Parallel-in-time integration of the Landau–Lifshitz–Gilbert equation with the parallel full approximation scheme in space and time, Journal of Magnetism and Magnetic Materials
Ikrom Akramov, Sebastian Götschel, Michael Minion, Daniel Ruprecht, Robert Speck: Spectral Deferred Correction Methods for Second-Order Problems, SIAM Journal on Scientific Computing
2023
Gayatri Čaklović, Robert Speck, Martin Frank: A parallel-in-time collocation method using diagonalization: theory and implementation for linear problems, Communications in Applied Mathematics and Computational Science
Matthias Bolten, Stephanie Friedhoff, Jens Hahne: Task graph-based performance analysis of parallel-in-time methods, Parallel Computing
2021
Jens Hahne, Stephanie Friedhoff, Matthias Bolten: Algorithm 1016: PyMGRIT: A Python Package for the Parallel-in-time Method MGRIT, ACM Transactions on Mathematical Software
Gitte Kremling, Robert Speck: Convergence of multilevel spectral deferred corrections, Communications in Applied Mathematics and Computational Science
Robert Speck, Michael Knobloch, Sebastian Lührs, Andreas Gocht: Using Performance Analysis Tools for a Parallel-in-Time Integrator: Does My Time-Parallel Code Do What I Think It Does?, Springer Proceedings in Mathematics & Statistics, Parallel-in-Time Integration Methods
2020
Benjamin W. Ong, Raymond J. Spiteri: Deferred Correction Methods for Ordinary Differential Equations, Journal of Scientific Computing
Ruth Schöbel, Robert Speck: PFASST-ER: combining the parallel full approximation scheme in space and time with parallelization across the method, Computing and Visualization in Science
2018
Matthias Bolten, Dieter Moser, Robert Speck: Asymptotic convergence of the parallel full approximation scheme in space and time for linear problems, Numerical Linear Algebra with Applications
Robert Speck: Parallelizing spectral deferred corrections across the method, Computing and Visualization in Science
2016
Daniel Ruprecht, Robert Speck: Spectral Deferred Corrections with Fast-wave Slow-wave Splitting, SIAM Journal on Scientific Computing