Update references.bib

Author: mhjensen

doc/src/FuturePlans/references.bib

@@ -205,4 +205,14 @@ @misc{sun2026researchprogressquantumneural
       archivePrefix={arXiv},
       primaryClass={quant-ph},
       url={https://arxiv.org/abs/2605.30724}, 
+}
+
+@misc{aoun2026quantumstatepreparationneural,
+      title={Quantum State Preparation via Neural Network Encoding in Quantum Machine Learning}, 
+      author={Kevin W. Aoun and Florian J. Kiwit and Carlos A. Riofrío and Samer Saab Jr. and Charbel Al Bateh and Joe Tekli and Andre Luckow},
+      year={2026},
+      eprint={2605.31006},
+      archivePrefix={arXiv},
+      primaryClass={quant-ph},
+      url={https://arxiv.org/abs/2605.31006}, 
 }