Add citation (#482)

README.md

@@ -51,20 +51,21 @@ imperative.
 ## Citation
 
 To cite PelePhysics as a whole and its use as part of the broader Pele suite, please use the following
-SIAM Parallel Processing article:
+[SIAM Parallel Processing article](https://doi.org/10.1137/1.9781611977967):
 
 ```
-@article{HenrydeFrahan2024,
-  doi = {},
-  url = {},
+@article{PeleSoftware,
+  author = {Marc T. {Henry de Frahan} and Lucas Esclapez and Jon Rood and Nicholas T. Wimer and Paul Mullowney and Bruce A. Perry and Landon Owen and Hariswaran Sitaraman and Shashank Yellapantula and Malik Hassanaly and Mohammad J. Rahimi and Michael J. Martin and Olga A. Doronina and Sreejith N. A. and Martin Rieth and Wenjun Ge and Ramanan Sankaran and Ann S. Almgren and Weiqun Zhang and John B. Bell and Ray Grout and Marc S. Day and Jacqueline H. Chen},
+  title = {The Pele Simulation Suite for Reacting Flows at Exascale},
+  booktitle = {Proceedings of the 2024 SIAM Conference on Parallel Processing for Scientific Computing},
+  journal = {Proceedings of the 2024 SIAM Conference on Parallel Processing for Scientific Computing},
+  chapter = {},
+  pages = {13-25},
+  doi = {10.1137/1.9781611977967.2},
+  URL = {https://epubs.siam.org/doi/abs/10.1137/1.9781611977967.2},
+  eprint = {https://epubs.siam.org/doi/pdf/10.1137/1.9781611977967.2},
   year = {2024},
-  publisher = {SIAM},
-  volume = {},
-  number = {},
-  pages = {},
-  author = {Marc T. {Henry de Frahan} and Lucas Esclapez and Jon Rood and Nicholas Wimer and Paul Mullowney and Bruce A. Perry and Landon Owen and Hariswaran Sitaraman and Shashank Yellapantula and Malik Hassanaly and Mohammad J. Rahimi and Michael Martin and Olga Doronina and Sreejith Nadakkal Appukuttan and Martin Rieth and Wenjun Ge and Ramanan Sankaran and Ann Almgren and Weiqun Zhang and John B. Bell and Ray Grout and Marc S. Day and Jacqueline H. Chen},
-  title = {The {Pele} Simulation Suite for Reacting Flows at Exascale},
-  journal = {{SIAM Proceedings Series on Parallel Processing for Scientific Computing}}
+  publisher = {Proceedings of the 2024 SIAM Conference on Parallel Processing for Scientific Computing}
 }
 ```
 
@@ -124,4 +125,4 @@ If the `Pele` codes are built with `Eos_Model = Fuego`, the make system variable
 `PelePhysics` currently supports a cubic EOS model: `Soave-Redlich-Kwong`.  It is built on top of the ideal gas models, and is selected by specifying its name as the `Eos_Model` during the build (the make system requires that both `Eos_Model` and `Chemistry_Model` be specified).  Any additional parameters required for the EOS (e.g., attractions, repulsions, critical states) are either included in the underlying CEPTR database used to generate the source file model implementation, or else are inferred from the input model data.
 
 ### Model generation procedures
-This repository provides the tools necessary for generating new Pele-compatible combustion mechanisms. Please refer to the [CEPTR documentation](https://amrex-combustion.github.io/PelePhysics/Ceptr.html) for instructions on generating mechanism models. Make sure that you edit the `GNUmakefile` where you want to use this (in, e.g., `PeleC/Exec`) so that `Chemistry_Model` is `XXX`.  In `PeleC/Exec/Make.PeleC`, the model is expected to be in the folder `${PELE_PHYSICS_HOME}/Mechanisms/$(Chemistry_Model)`, and it is expected that the folder contains a `Make.package` file to include, so make sure things are where they need to be. Refer to other mechanisms for additional guidance.
+This repository provides the tools necessary for generating new Pele-compatible combustion mechanisms. Please refer to the [CEPTR documentation](https://amrex-combustion.github.io/PelePhysics/Ceptr.html) for instructions on generating mechanism models. Make sure that you edit the `GNUmakefile` where you want to use this (in, e.g., `PeleC/Exec`) so that `Chemistry_Model` is `XXX`.  In `PeleC/Exec/Make.PeleC`, the model is expected to be in the folder `${PELE_PHYSICS_HOME}/Mechanisms/$(Chemistry_Model)`, and it is expected that the folder contains a `Make.package` file to include, so make sure things are where they need to be. Refer to other mechanisms for additional guidance.