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

- [Tutorial] Overview and Use of New Features in the SUNDIALS Suite of Nonlinear and Differential/Algebraic Equation Solvers, ECP Annual Meeting, Virtual, May 2022.
- [Tutorial] Introduction to the Capabilities and Use of the SUNDIALS Suite of Nonlinear and Differential/Algebraic Equation Solvers, ECP Annual Meeting, Houston, TX, January 2020.
- [Tutorial] Time Integration and Nonlinear Solvers (with hands-on examples using SUNDIALS), Argonne Training Program on Extreme-Scale Computing, Chicago, IL, August 2019.
- [Tutorial] Introduction to the Capabilities and Use of the SUNDIALS Suite of Nonlinear and Differential/Algebraic Equation Solvers, ECP Annual Meeting, Houston, TX, January 2019.
- SUNDIALS Overview, Argonne Training Program on Extreme-Scale Computing, Chicago, IL, August 2014.
- ARKode: A library of high order implicit/explicit methods for multi-rate problems, SIAM Parallel Processing, Portland, OR, February 2014.
- Sundials Overview, ACTS Toolkit Workshop, Berkeley, August 2005.
- Sundials Overview, ACTS Toolkit Workshop, Berkeley, August 2004.
- Sensitivity Capabilities in Sundials, 7th USNCCM, Albuquerque, July 2003.