Citing

Citing jaxKAN enables other developers, researchers, or enthusiasts to find and reference the software, fosters its ongoing development, and recognizes the efforts invested in its creation. Additionally, citations enhance the project’s visibility and influence within the scientific community. If you have found jaxKAN useful for your research, please cite it as follows.

BibTeX Format

@article{Rigas2025,
             author = {Rigas, Spyros and Papachristou, Michalis},
             title = {jax{KAN}: A unified {JAX} framework for {K}olmogorov-{A}rnold Networks},
             journal = {Journal of Open Source Software},
             year = {2025},
             volume = {10},
             number = {108},
             pages = {7830},
             doi = {10.21105/joss.07830}
     }

APA format

Rigas, S., Papachristou, M. (2025). jaxKAN: A unified JAX framework for Kolmogorov-Arnold Networks. Journal of Open Source Software, 10(108), 7830, https://doi.org/10.21105/joss.07830

If you have found the PIKAN-related features or tutorials in jaxKAN particularly helpful, and/or have used jaxKAN in your research for PIKAN-related applications or theoretical developments, please consider also citing the paper that originally introduced jaxKAN for these tasks.

BibTeX Format

@article{10763509,
             author = {Rigas, Spyros and Papachristou, Michalis and Papadopoulos, Theofilos and Anagnostopoulos, Fotios and Alexandridis, Georgios},
             title = {Adaptive Training of Grid-Dependent Physics-Informed {K}olmogorov-{A}rnold Networks},
             journal = {IEEE Access},
             year = {2024},
             volume = {12},
             pages = {176982-176998},
             doi = {10.1109/ACCESS.2024.3504962}
     }

APA format

Rigas, S., Papachristou, M., Papadopoulos, T., Anagnostopoulos, F., & Alexandridis, G. (2024). Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks. IEEE Access, 12, 176982-176998. https://doi.org/10.1109/ACCESS.2024.3504962