Acknowledge us: update DOIs (#3150)

- properly link DOIs (pretty)
- add arXiv for non-OA publication(s)
- remove arXiv for OA publicaion(s)

1 files changed, 7 insertions, 7 deletions

diff --git a/Docs/source/acknowledge_us.rst b/Docs/source/acknowledge_us.rst
index 056083ef3..b245d3a5b 100644
--- a/Docs/source/acknowledge_us.rst
+++ b/Docs/source/acknowledge_us.rst
@@ -55,26 +55,26 @@ If your project uses the specific algorithms, please consider citing the respect
 - Fedeli L, Zaim N, Sainte-Marie A, Thevenet M, Huebl A, Myers A, Vay J-L, 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.
-  `arXiv:2110.00256 <https://arxiv.org/abs/2110.00256>`__,
-  `DOI:10.1088/1367-2630/ac4ef1 <https://doi.org/10.1088/1367-2630/ac4ef1>
+  `DOI:10.1088/1367-2630/ac4ef1 <https://doi.org/10.1088/1367-2630/ac4ef1>`__
 
 - Zoni E, Lehe R, Shapoval O, Belkin D, Zaim N, Fedeli L, Vincenti H, Vay J-L.
   **A Hybrid Nodal-Staggered Pseudo-Spectral Electromagnetic Particle-In-Cell Method with Finite-Order Centering**. under review, 2022.
-  https://arxiv.org/abs/2106.12919
+  `arXiv:2106.12919 <https://arxiv.org/abs/2106.12919>`__
 
 - Shapoval O, Lehe R, Thevenet M, Zoni E, Zhao Y, Vay J-L.
   **Overcoming timestep limitations in boosted-frame Particle-In-Cell simulations of plasma-based acceleration**.
   *Phys. Rev. E* Nov 2021, 104:055311.
-  https://doi.org/10.1103/PhysRevE.104.055311
+  `arXiv:2104.13995 <https://arxiv.org/abs/2104.13995>`__,
+  `DOI:10.1103/PhysRevE.104.055311 <https://doi.org/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.
-  https://doi.org/10.1063/5.0028512
+  `DOI:10.1063/5.0028512 <https://doi.org/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.
-  https://doi.org/10.1145/3468267.3470614
+  `DOI:10.1145/3468267.3470614 <https://doi.org/10.1145/3468267.3470614>`__
 
 - Vay JL, Almgren A, Bell J, Ge L, Grote DPHogan M, Kononenko O, Lehe R, Myers A, Ng C, Park J, Ryne R, Shapovala O, Thevene 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.
-  https://doi.org/10.1016/j.nima.2018.01.035
+  `DOI: 10.1016/j.nima.2018.01.035 <https://doi.org/10.1016/j.nima.2018.01.035>`__