Python Packages
Learning Resources
The official tutorial to the pycodegen software suite, including interactive introductions to pystencils and lbmpy.
Cite Us
pystencils
- Bauer, M., Hötzer, J., Ernst, D., Hammer, J., Seiz, M., Hierl, H., Hönig, J., Köstler, H., Wellein, G., Nestler, B., & Rüde, U. (2019). Code generation for massively parallel phase-field simulations. Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis. SC ’19: The International Conference for High Performance Computing, Networking, Storage, and Analysis ACM.. https://doi.org/10.1145/3295500.3356186
lbmpy
- Hennig, F., Holzer, M., & Rüde, U. (2023). Advanced Automatic Code Generation for Multiple Relaxation-Time Lattice Boltzmann Methods. SIAM Journal on Scientific Computing (Vol. 45, Issue 4, pp. C233–C254). Society for Industrial & Applied Mathematics (SIAM). https://doi.org/10.1137/22m1531348
- Holzer, M., Bauer, M., Köstler, H., & Rüde, U. (2021). Highly efficient lattice Boltzmann multiphase simulations of immiscible fluids at high-density ratios on CPUs and GPUs through code generation. The International Journal of High Performance Computing Applications (Vol. 35, Issue 4, pp. 413–427).SAGE Publications. https://doi.org/10.1177/10943420211016525
- Bauer, M., Köstler, H., & Rüde, U. (2021). lbmpy: Automatic code generation for efficient parallel lattice Boltzmann methods. Journal of Computational Science (Vol. 49, p. 101269). Elsevier BV.. https://doi.org/10.1016/j.jocs.2020.101269
