.. _acknowledge_warpx: Acknowledge WarpX ================= Please acknowledge the role that WarpX played in your research. .. _acknowledge_warpx_presentation: In presentations **************** For your presentations, you can find a WarpX acknowledgment slide `here `__. Feel free to use it to acknowledge WarpX in your presentation. .. _acknowledge_warpx_generic: Acknowledgement Sentence ************************ Please add the following acknowledgement sentence to your publications, it helps contributors keep in touch with the community and promote the project. .. tab-set:: .. tab-item:: Plain text This research used the open-source `particle-in-cell code WarpX `__. Primary WarpX contributors are with LBNL, LLNL, CEA-LIDYL, SLAC, DESY, CERN, Helion Energy, and TAE Technologies. We acknowledge all WarpX contributors. .. tab-item:: LaTeX .. code-block:: latex \usepackage{hyperref} This research used the open-source \href{https://blast-warpx.github.io}{particle-in-cell code WarpX}. Primary WarpX contributors are with LBNL, LLNL, CEA-LIDYL, SLAC, DESY, CERN, Helion Energy, and TAE Technologies. We acknowledge all WarpX contributors. .. _acknowledge_warpx_ref: Citation ******** If your project leads to a scientific publication, please consider citing all WarpX authors via our *persistent Zenodo DOI*: .. tab-set:: .. tab-item:: Plain Text J.-L. Vay et al., **WarpX: An advanced Particle-In-Cell code**. `DOI:10.5281/zenodo.4571577 `__, `https://blast-warpx.github.io `__ (2018) .. tab-item:: LateX: Bibtex .. code-block:: bibtex @misc{WarpX, author = {Vay, Jean-Luc and Acciarri, Marco and Almgren, Ann and Amorim, Lígia Diana and Andriyash, Igor and Angus, Justin Ray and Antoun, Thierry and Belkin, Daniel and Bizzozero, David and Blelly, Aurore and Clark, Stephen Eric and Dammak, Eya and Fedeli, Luca and Formenti, Arianna and Garten, Marco and Ge, Lixin and Giacomel, Lorenzo and Gott, Kevin and Giacomel, Lorenzo and Groenewald, Roelof E. and Grote, David and Gu, Junmin and Harrison, Cyrus and Haseeb, Muhammad and Huebl, Axel and Jambunathan, Revathi and Kara-Mostefa, Ilian and Klion, Hannah and Kumar, Prabhat and Lehe, Remi and Loring, Burlen and Marks, Thomas and Miller, Phil and Myers, Andrew and Pech, Juliette and Rheaume, Elisa and Richardson, Glenn and Rheaume, Elisa and Rowan, Michael E. and Sandberg, Ryan Thor and Scherpelz, Peter and Sinn, Alexander and Shapoval, Olga and Terzani, Davide and Th{\'e}venet, Maxence and Weichman, Kale and Yang, Eloise and Zaim, Ne{\"i}l and Zhang, Weiqun and Zhao, Yinjian and Zhu, Kevin Z. and Zoni, Edoardo}, title = {{WarpX: An advanced Particle-In-Cell code}}, year = 2018, publisher = {Zenodo}, doi = {10.5281/zenodo.4571577}, url = {https://doi.org/10.5281/zenodo.4571577}, note = {\url{https://doi.org/10.5281/zenodo.4571577}}, howpublished = {https://blast-warpx.github.io} } Since the WarpX is an actively evolving project, a specific version might be used in your work to ensure reproducibility. You can select a *version-specific DOI* from the `release page `__ and add the version number to the cited title, e.g. for version ``25.10``: .. tab-set:: .. tab-item:: Plain Text J.-L. Vay et al., **WarpX: An advanced Particle-In-Cell code**. version 25.10, `DOI:10.5281/zenodo.17261711 `__ `https://blast-warpx.github.io `__ (2025) .. tab-item:: LateX: Bibtex .. code-block:: bibtex @misc{WarpXv25.10, author = {Vay, Jean-Luc and Acciarri, Marco and Almgren, Ann and Amorim, Lígia Diana and Andriyash, Igor and Angus, Justin Ray and Antoun, Thierry and Belkin, Daniel and Bizzozero, David and Blelly, Aurore and Clark, Stephen Eric and Dammak, Eya and Fedeli, Luca and Formenti, Arianna and Garten, Marco and Ge, Lixin and Giacomel, Lorenzo and Gott, Kevin and Giacomel, Lorenzo and Groenewald, Roelof E. and Grote, David and Gu, Junmin and Harrison, Cyrus and Haseeb, Muhammad and Huebl, Axel and Jambunathan, Revathi and Kara-Mostefa, Ilian and Klion, Hannah and Kumar, Prabhat and Lehe, Remi and Loring, Burlen and Marks, Thomas and Miller, Phil and Myers, Andrew and Pech, Juliette and Rheaume, Elisa and Richardson, Glenn and Rheaume, Elisa and Rowan, Michael E. and Sandberg, Ryan Thor and Scherpelz, Peter and Sinn, Alexander and Shapoval, Olga and Terzani, Davide and Th{\'e}venet, Maxence and Weichman, Kale and Yang, Eloise and Zaim, Ne{\"i}l and Zhang, Weiqun and Zhao, Yinjian and Zhu, Kevin Z. and Zoni, Edoardo}, title = {{WarpX: An advanced Particle-In-Cell code}}, year = 2025, publisher = {Zenodo}, version = {25.10}, doi = {10.5281/zenodo.17261711}, url = {https://doi.org/10.5281/zenodo.17261711}, note = {\url{https://doi.org/10.5281/zenodo.17261711}}, howpublished = {https://blast-warpx.github.io} } .. _acknowledge_warpx_all_refs: Detailed WarpX references ------------------------- If your project uses a specific algorithm or component, please consider citing the respective publications in addition. - Lehe R, Haseeb M, Angus J, Grote D, Groenewald R, Formenti A, Huebl A, Deslippe J, Vay JL. **An Efficient GPU Parallelization Strategy for Binary Collisions in Particle-In-Cell Plasma Simulations**. Proceedings of the Plarform for Advanced Scientific Computing (PASC'25), 2025. `DOI:10.1145/3732775.3733578 `__ - Vay JL, Angus JR, Shapoval O, Lehe R, Grote D, Huebl A. **Energy-preserving coupling of explicit particle-in-cell with Monte Carlo collisions**. Physical Review E **111**, 2025. `DOI:10.1103/PhysRevE.111.025306 `__ - Shapoval O, Zoni E, Lehe R, Thévenet M, and Vay J-L. **Pseudospectral particle-in-cell formulation with arbitrary charge and current-density time dependencies for the modeling of relativistic plasmas**. Physical Review E **110**, 025206, 2024. `DOI:10.1103/PhysRevE.110.025206 `__ - Sandberg R T, Lehe R, Mitchell C E, Garten M, Myers A, Qiang J, Vay J-L and Huebl A. **Synthesizing Particle-in-Cell Simulations Through Learning and GPU Computing for Hybrid Particle Accelerator Beamlines**. Proc. of Platform for Advanced Scientific Computing (PASC'24), *PASC24 Best Paper Award*, 2024. `DOI:10.1145/3659914.3659937 `__ - Sandberg R T, Lehe R, Mitchell C E, Garten M, Qiang J, Vay J-L and Huebl A. **Hybrid Beamline Element ML-Training for Surrogates in the ImpactX Beam-Dynamics Code**. 14th International Particle Accelerator Conference (IPAC'23), WEPA101, 2023. `DOI:10.18429/JACoW-IPAC2023-WEPA101 `__ - Fedeli L, Huebl A, Boillod-Cerneux F, Clark T, Gott K, Hillairet C, Jaure S, Leblanc A, Lehe R, Myers A, Piechurski C, Sato M, Zaim N, Zhang W, Vay J-L, Vincenti H. **Pushing the Frontier in the Design of Laser-Based Electron Accelerators with Groundbreaking Mesh-Refined Particle-In-Cell Simulations on Exascale-Class Supercomputers**. *SC22: International Conference for High Performance Computing, Networking, Storage and Analysis (SC)*. ISSN:2167-4337, pp. 25-36, Dallas, TX, US, 2022. **2022 ACM Gordon Bell Prize Winner**, `DOI:10.1109/SC41404.2022.00008 `__ (`preprint here `__) - Huebl A, Lehe R, Zoni E, Shapoval O, Sandberg R T, Garten M, Formenti A, Jambunathan R, Kumar P, Gott K, Myers A, Zhang W, Almgren A, Mitchell C E, Qiang J, Sinn A, Diederichs S, Thevenet M, Grote D, Fedeli L, Clark T, Zaim N, Vincenti H, Vay JL. **From Compact Plasma Particle Sources to Advanced Accelerators with Modeling at Exascale**. Proceedings of the 20th Advanced Accelerator Concepts Workshop (AAC'22), *in print*, 2023. `arXiv:2303.12873 `__ - Huebl A, Lehe R, Mitchell C E, Qiang J, Ryne R D, Sandberg R T, Vay JL. **Next Generation Computational Tools for the Modeling and Design of Particle Accelerators at Exascale**. Proceedings of the 2022 North American Particle Accelerator Conference (NAPAC'22), TUYE2, pp. 302-306, 2022. `arXiv:2208.02382 `__, `DOI:10.18429/JACoW-NAPAC2022-TUYE2 `__ - Fedeli L, Zaim N, Sainte-Marie A, Thevenet M, Huebl A, Myers A, Vay JL, Vincenti H. **PICSAR-QED: a Monte Carlo module to simulate Strong-Field Quantum Electrodynamics in Particle-In-Cell codes for exascale architectures**. *New Journal of Physics* **24** 025009, 2022. `DOI:10.1088/1367-2630/ac4ef1 `__ - Lehe R, Blelly A, Giacomel L, Jambunathan R, Vay JL. **Absorption of charged particles in perfectly matched layers by optimal damping of the deposited current**. *Physical Review E* **106** 045306, 2022. `DOI:10.1103/PhysRevE.106.045306 `__ - Zoni E, Lehe R, Shapoval O, Belkin D, Zaim N, Fedeli L, Vincenti H, Vay JL. **A hybrid nodal-staggered pseudo-spectral electromagnetic particle-in-cell method with finite-order centering**. *Computer Physics Communications* **279**, 2022. `DOI:10.1016/j.cpc.2022.108457 `__ - Myers A, Almgren A, Amorim LD, Bell J, Fedeli L, Ge L, Gott K, Grote DP, Hogan M, Huebl A, Jambunathan R, Lehe R, Ng C, Rowan M, Shapoval O, Thevenet M, Vay JL, Vincenti H, Yang E, Zaim N, Zhang W, Zhao Y, Zoni E. **Porting WarpX to GPU-accelerated platforms**. *Parallel Computing*. 2021 Sep, 108:102833. `DOI:10.1016/j.parco.2021.102833 `__ - Shapoval O, Lehe R, Thevenet M, Zoni E, Zhao Y, Vay JL. **Overcoming timestep limitations in boosted-frame Particle-In-Cell simulations of plasma-based acceleration**. *Phys. Rev. E* Nov 2021, 104:055311. `arXiv:2104.13995 `__, `DOI:10.1103/PhysRevE.104.055311 `__ - Vay JL, Huebl A, Almgren A, Amorim LD, Bell J, Fedeli L, Ge L, Gott K, Grote DP, Hogan M, Jambunathan R, Lehe R, Myers A, Ng C, Rowan M, Shapoval O, Thevenet M, Vincenti H, Yang E, Zaim N, Zhang W, Zhao Y, Zoni E. **Modeling of a chain of three plasma accelerator stages with the WarpX electromagnetic PIC code on GPUs**. *Physics of Plasmas*. 2021 Feb 9, 28(2):023105. `DOI:10.1063/5.0028512 `__ - Rowan ME, Gott KN, Deslippe J, Huebl A, Thevenet M, Lehe R, Vay JL. **In-situ assessment of device-side compute work for dynamic load balancing in a GPU-accelerated PIC code**. *PASC '21: Proceedings of the Platform for Advanced Scientific Computing Conference*. 2021 July, 10, pages 1-11. `DOI:10.1145/3468267.3470614 `__ - Vay JL, Almgren A, Bell J, Ge L, Grote DP, Hogan M, Kononenko O, Lehe R, Myers A, Ng C, Park J, Ryne R, Shapoval O, Thevenet M, Zhang W. **Warp-X: A new exascale computing platform for beam–plasma simulations**. *Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment*. 2018 Nov, 909(12) Pages 476-479. `DOI: 10.1016/j.nima.2018.01.035 `__ - Kirchen M, Lehe R, Jalas S, Shapoval O, Vay JL, Maier AR. **Scalable spectral solver in Galilean coordinates for eliminating the numerical Cherenkov instability in particle-in-cell simulations of streaming plasmas**. *Physical Review E*. 2020 July, 102(1-1):013202. `DOI: 10.1103/PhysRevE.102.013202 `__ - Shapoval O, Vay JL, Vincenti H. **Two-step perfectly matched layer for arbitrary-order pseudo-spectral analytical time-domain methods**. *Computer Physics Communications*. 2019 Feb, 235, pages 102-110. `DOI: 10.1016/j.cpc.2018.09.015 `__ - Lehe R, Kirchen M, Godfrey BB, Maier AR, Vay JL. **Elimination of numerical Cherenkov instability in flowing-plasma particle-in-cell simulations by using galilean coordinates**. *Physical Review E*. 2016 Nov, 94:053305. `DOI: 10.1103/PhysRevE.94.053305 `__