We ask users of SUNDIALS to cite the following paper in any publications reporting work done with SUNDIALS:

@article{gardner2022sundials,
  title     = {Enabling new flexibility in the {SUNDIALS} suite of nonlinear and differential/algebraic equation solvers},
  author    = {Gardner, David J and Reynolds, Daniel R and Woodward, Carol S and Balos, Cody J},
  journal   = {ACM Transactions on Mathematical Software (TOMS)},
  publisher = {ACM},
  year      = {2022},
  doi       = {10.1145/3539801}
}
@article{hindmarsh2005sundials,
  title     = {{SUNDIALS}: Suite of nonlinear and differential/algebraic equation solvers},
  author    = {Hindmarsh, Alan C and Brown, Peter N and Grant, Keith E and Lee, Steven L and Serban, Radu and Shumaker, Dan E and Woodward, Carol S},
  journal   = {ACM Transactions on Mathematical Software (TOMS)},
  publisher = {ACM},
  volume    = {31},
  number    = {3},
  pages     = {363--396},
  year      = {2005},
  doi       = {10.1145/1089014.1089020}
}

If any GPU features are used, we also ask users to cite:

@article{balos2021enabling,
   title     = {{Enabling GPU accelerated computing in the SUNDIALS time integration library}},
   author    = {Balos, Cody J and Gardner, David J and Woodward, Carol S and Reynolds, Daniel R},
   journal   = {Parallel Computing},
   volume    = {108},
   pages     = {102836},
   year      = {2021},
   publisher = {Elsevier}
}

If ARKODE is used, please additionally cite:

@article{reynolds2022arkode,
  title   = {{ARKODE: A flexible IVP solver infrastructure for one-step methods}},
  author  = {Reynolds, Daniel R and Gardner, David J and Woodward, Carol S and Chinomona, Rujeko},
  journal = {arXiv preprint arXiv:2205.14077},
  year    = {2022}
}

Publications

  • Balos, C.J., Day, M., Esclapez, L., Felden, A.M., Gardner, D.J., Hassanaly, M., Reynolds, D.R., Rood, J., Sexton, J.M., Wimer, N.T. and Woodward, C.S., 2024. SUNDIALS Time Integrators for Exascale Applications with Many Independent ODE Systems. arXiv preprint arXiv:2405.01713. To appear in International Journal of High Performance Computing Applications.
  • Reynolds, D. R., Gardner, D. J., Woodward, C. S., & Chinomona, R. (2023). ARKODE: A flexible IVP solver infrastructure for one-step methods. ACM Transactions on Mathematical Software, 49(2), 1-26. https://doi.org/10.1145/3594632.
  • Gardner, D. J., Reynolds, D.R., Woodward, C.S., & Balos, C. J. (2022). Enabling new flexibility in the SUNDIALS suite of nonlinear and differential/algebraic equation solvers. ACM Trans. on Math. Software. https://doi.org/10.1145/3539801. 
  • Balos, C. J., Gardner, D. J., Woodward, C. S., & Reynolds, D. R. (2021). Enabling GPU accelerated computing in the SUNDIALS time integration library. Parallel Computing, 102836. https://doi.org/10.1016/j.parco.2021.102836.
  • D. R. Reynolds, D. J. Gardner, C. J. Balos, and C. S. Woodward, "SUNDIALS Multiphysics+MPIManyVector Performance Testing," LLNL technical report LLNL-TR-791530, September 2019.
  • A. C. Hindmarsh, P. N. Brown, K. E. Grant, S. L. Lee, R. Serban, D. E. Shumaker, and C. S. Woodward, "SUNDIALS: Suite of Nonlinear and Differential/Algebraic Equation Solvers," ACM Transactions on Mathematical Software, 31(3), pp. 363-396, 2005. Also available as LLNL technical report UCRL-JP-200037.
  • R. Serban and A. C. Hindmarsh, "CVODES: the Sensitivity-Enabled ODE Solver in SUNDIALS," Proceedings of IDETC/CIE 2005, Sept. 2005, Long Beach, CA. Also available as LLNL technical report UCRL-JP-200039.
  • A. C. Hindmarsh, “The PVODE and IDA Algorithms,” LLNL technical report UCRL-ID-141558, December 2000.
  • G. D. Byrne, and A. C. Hindmarsh, "PVODE, An ODE Solver for Parallel Computers," Int. J. High Perf. Comput. Apps., 13(4), (1999), pp. 354-365. Also available as LLNL technical report UCRL-JC-132361 Rev. 1, May 1999.
  • S. D. Cohen and A. C. Hindmarsh, "CVODE, A Stiff/Nonstiff ODE Solver in C," Computers in Physics, 10(2), 1996, pp. 138-143. Also available as LLNL technical report UCRL-JC-121014 Rev. 1, August 1995.

Presentations