docs(paper): cite Euclid Q1 and Stream Legacy Survey papers (#109)

Add bib entries for Starkman et al. (2026, Euclid Q1) and Wu et al. (2026,
Potamides) and reference them where the paper describes ongoing research
using the package. Also add the missing citation for JAX-based splines.

Signed-off-by: nstarman <nstarman@users.noreply.github.com>

Author: nstarman

paper/paper.bib

@@ -99,6 +99,23 @@ @article{Price-Whelan2017
   year    = {2017}
 }
 
+@article{Starkman:2026:EuclidQ1,
+  adsnote       = {Provided by the SAO/NASA Astrophysics Data System},
+  adsurl        = {https://ui.adsabs.harvard.edu/abs/2026arXiv260621774E},
+  archiveprefix = {arXiv},
+  author        = {{Euclid Collaboration} and {Starkman}, N. and {Nibauer}, J. and {Pearson}, S. and {Wu}, S. and {Walmsley}, M. and {Necib}, L. and {Bovy}, J. and {Marleau}, F.~R. and {Sola}, E. and {Scott}, D. and {Altieri}, B. and {Andreon}, S. and {Auricchio}, N. and {Baccigalupi}, C. and {Baldi}, M. and {Balestra}, A. and {Bardelli}, S. and {Battaglia}, P. and {Biviano}, A. and {Bolzonella}, M. and {Branchini}, E. and {Brescia}, M. and {Brinchmann}, J. and {Camera}, S. and {Capobianco}, V. and {Carbone}, C. and {Carretero}, J. and {Casas}, S. and {Castellano}, M. and {Castignani}, G. and {Cavuoti}, S. and {Chambers}, K.~C. and {Cimatti}, A. and {Colodro-Conde}, C. and {Congedo}, G. and {Conselice}, C.~J. and {Conversi}, L. and {Copin}, Y. and {Costille}, A. and {Courbin}, F. and {Courtois}, H.~M. and {Cropper}, M. and {Degaudenzi}, H. and {De Lucia}, G. and {Dole}, H. and {Dubath}, F. and {Duncan}, C.~A.~J. and {Dupac}, X. and {Dusini}, S. and {Escoffier}, S. and {Fabricius}, M. and {Farina}, M. and {Farinelli}, R. and {Ferriol}, S. and {Finelli}, F. and {Fosalba}, P. and {Fotopoulou}, S. and {Frailis}, M. and {Franceschi}, E. and {Fumana}, M. and {Gabarra}, L. and {Galeotta}, S. and {George}, K. and {Gillis}, B. and {Giocoli}, C. and {G{\'o}mez-Alvarez}, P. and {Gracia-Carpio}, J. and {Grazian}, A. and {Grupp}, F. and {Haugan}, S.~V.~H. and {Holmes}, W. and {Hormuth}, F. and {Hornstrup}, A. and {Huertas-Company}, M. and {Jahnke}, K. and {Jhabvala}, M. and {Joachimi}, B. and {Kermiche}, S. and {Kiessling}, A. and {Kubik}, B. and {K{\"u}mmel}, M. and {Kunz}, M. and {Kurki-Suonio}, H. and {Le Brun}, A.~M.~C. and {Ligori}, S. and {Lilje}, P.~B. and {Lindholm}, V. and {Lloro}, I. and {Magliocchetti}, M. and {Mainetti}, G. and {Mansutti}, O. and {Marggraf}, O. and {Martinelli}, M. and {Martinet}, N. and {Marulli}, F. and {Massey}, R.~J. and {Mauri}, N. and {Medinaceli}, E. and {Mei}, S. and {Melchior}, M. and {Meneghetti}, M. and {Merlin}, E. and {Meylan}, G. and {Monaco}, P. and {Mora}, A. and {Moresco}, M. and {Moretti}, C. and {Moscardini}, L. and {Nakajima}, R. and {Neissner}, C. and {Nichol}, R.~C. and {Niemi}, S.-M. and {Nightingale}, J.~W. and {Padilla}, C. and {Paltani}, S. and {Pasian}, F. and {Pedersen}, K. and {Percival}, W.~J. and {Pettorino}, V. and {Pezzotta}, A. and {Pires}, S. and {Polenta}, G. and {Poncet}, M. and {Popa}, L.~A. and {Pozzetti}, L. and {Raison}, F. and {Renzi}, A. and {Rhodes}, J. and {Riccio}, G. and {Risso}, I. and {Romelli}, E. and {Roncarelli}, M. and {Rosset}, C. and {Saglia}, R. and {Sakr}, Z. and {Sapone}, D. and {Sartoris}, B. and {Schneider}, P. and {Secroun}, A. and {Sihvola}, E. and {Simon}, P. and {Sirignano}, C. and {Sirri}, G. and {Stanco}, L. and {Tallada-Cresp{\'\i}}, P. and {Taylor}, A.~N. and {Tereno}, I. and {Tessore}, N. and {Toft}, S. and {Toledo-Moreo}, R. and {Torradeflot}, F. and {Tsyganov}, A. and {Tutusaus}, I. and {Valentijn}, E.~A. and {Valiviita}, J. and {Vassallo}, T. and {Verdoes Kleijn}, G. and {Veropalumbo}, A. and {Wang}, Y. and {Weller}, J. and {Zacchei}, A. and {Zamorani}, G. and {Zerbi}, F.~M. and {Zucca}, E. and {Ballardini}, M. and {Bozzo}, E. and {Burigana}, C. and {Cabanac}, R. and {Calabrese}, M. and {Cappi}, A. and {Castro}, T. and {Escartin Vigo}, J.~A. and {Garc{\'\i}a-Bellido}, J. and {Macias-Perez}, J. and {Maoli}, R. and {Mart{\'\i}n-Fleitas}, J. and {Metcalf}, R.~B. and {P{\"o}ntinen}, M. and {Scottez}, V. and {Sereno}, M. and {Tenti}, M. and {Tucci}, M. and {Viel}, M. and {Wiesmann}, M. and {Akrami}, Y. and {Andika}, I.~T. and {Angora}, G. and {Anselmi}, S. and {Archidiacono}, M. and {Atrio-Barandela}, F. and {Bazzanini}, L. and {Bertacca}, D. and {Bethermin}, M. and {Beutler}, F. and {Blanchard}, A. and {Blot}, L. and {Brown}, M.~L. and {Bruton}, S. and {Calabro}, A.},
+  doi           = {10.48550/arXiv.2606.21774},
+  eid           = {arXiv:2606.21774},
+  eprint        = {2606.21774},
+  journal       = {arXiv e-prints},
+  keywords      = {Astrophysics of Galaxies, Cosmology and Nongalactic Astrophysics},
+  month         = jun,
+  pages         = {arXiv:2606.21774},
+  primaryclass  = {astro-ph.GA},
+  title         = {{Euclid Quick Data Release (Q1): The geometry of dark matter halos from extragalactic streams}},
+  year          = 2026
+}
+
 @article{unxt,
   author  = {Starkman, Nathaniel and Price-Whelan, Adrian M. and Nibauer, Jacob},
   doi     = {10.21105/joss.07771},
@@ -121,3 +138,20 @@ @article{Vasiliev2019
   volume  = {482},
   year    = {2019}
 }
+
+@article{Wu:2026:Potamides,
+  adsnote       = {Provided by the SAO/NASA Astrophysics Data System},
+  adsurl        = {https://ui.adsabs.harvard.edu/abs/2026arXiv260507809W},
+  archiveprefix = {arXiv},
+  author        = {{Wu}, Sirui and {Starkman}, Nathaniel and {Pearson}, Sarah and {Nibauer}, Jacob and {Miro-Carretero}, Juan and {Martinez-Delgado}, David},
+  doi           = {10.48550/arXiv.2605.07809},
+  eid           = {arXiv:2605.07809},
+  eprint        = {2605.07809},
+  journal       = {arXiv e-prints},
+  keywords      = {Astrophysics of Galaxies},
+  month         = may,
+  pages         = {arXiv:2605.07809},
+  primaryclass  = {astro-ph.GA},
+  title         = {{Potamides: Mapping Dark Matter Halo Shapes from Stellar Stream Tracks in the Local Universe}},
+  year          = 2026
+}

paper/paper.md

@@ -50,8 +50,8 @@ stream can constrain the underlying potential.
 The package implements and extends the curvature-based likelihood framework of
 [@Nibauer:2023]. Rather than generating a full dynamical realization of a
 stellar stream for each trial model, `Potamides` represents observed stream
-tracks with JAX-based splines. It evaluates gravitational accelerations in
-candidate potentials and compares them directly to the local stream geometry.
+tracks with JAX-based splines [@jax]. It evaluates gravitational accelerations
+in candidate potentials and compares them directly to the local stream geometry.
 This provides a lower-cost inference workflow that complements traditional
 forward-modeling approaches. `Potamides` supports the complete analysis pipeline
 for a galaxy, from annotating stream ridge-lines to evaluating likelihoods
@@ -141,9 +141,9 @@ description.
 
 `Potamides` is actively used in current research workflows. Specifically, it is
 being used in a Euclid Key Paper analysis of stellar streams in the Q1 data
-release and in a separate study of streams in the Stream Legacy Survey. Both
-projects rely on the package as the primary implementation for curvature-based
-inference.
+release [@Starkman:2026:EuclidQ1] and in a separate study of streams in the
+Stream Legacy Survey [@Wu:2026:Potamides]. Both projects rely on the package as
+the primary implementation for curvature-based inference.
 
 The software demonstrates immediate scientific value by providing tested,
 high-performance, reproducible capabilities. Notably, `Potamides` successfully