diff --git a/_publications/2025_challenge.md b/_publications/2025_challenge.md
index 3a4f5a29a..4ed41cbdc 100644
--- a/_publications/2025_challenge.md
+++ b/_publications/2025_challenge.md
@@ -1,9 +1,10 @@
 ---
 title: "A Computational Community Blind Challenge on Pan-Coronavirus Drug Discovery Data"
-authors: "MacDermott-Opeskin H, Scheen J, Wognum C, Horton JT, West D, Payne AM, Castellanos MA, Colby S, Griffen E, Cousins D, Stacey J, Reid L, Aschenbrenner JC, Fearon D, Balcomb B, Marples P, Tomlinson CWE, Lithgo R, Winokan M, Barr H, Lahav N, Lavi M, Duberstein S, Cohen G, Fate G, Lefker B, Robinson R, Szommer T, Lynch N, Tollefson M, Xu C, Hsu J, St-Laurent J, Etsmoberg H, Zhu L, Quirke A, Haleem MIA, Alibay I, Baid G, Birnbaum B, Bishop K, Bohorquez H, Bose A, Brown CJ, Burns J, Cai L, Cedeno R, Chupakhin V, Clark F, Cole D, Corbi-Verge C, Danial M, Davi A, Dehaen W, Doering NP, Dougha A, Eakin B, Ehrlich A, Elijosius R, Fülöp J, Gitter A, Gu Y, Head-Gordon T, Jiang E, Kaminow B, Khosravi S, Khoualdi AF, Lenselink EB, Liu Z, Liu Y, Liu S, Ma Y, Maher P, Mayer I, Mey A, Montanari F, Niu T, Ogino R, Palaniappan A, Pan X, Patnaik A, Pham LH, Pinto L, Purnomo J, Rich A, Schaaf L, Schran C, Srivastava SP, Sun K, Sun Z, Talagayev V, Balakrishnan BTSB, Tkatchenko A, Treyde W, Tripp A, Vithayapalert N, Wang Y, Wasi AT, Wedig S, Xu B, Zhou W, von Delft F, Lee A, Kirkegaard K, Sjö P, **Fraser JS**, Chodera JD"
-# journal:
+authors: "MacDermott-Opeskin H, Scheen J, Wognum C, Horton JT, West D, Payne AM, Castellanos MA, Colby S, Griffen E, Cousins D, Stacey J, Reid L, Aschenbrenner JC, Fearon D, Balcomb B, Marples P, Tomlinson CWE, Lithgo R, Godoy AS, Winokan M, Barr H, Lahav N, Lavi M, Duberstein S, Cohen G, Fate G, Lefker B, Robinson R, Szommer T, Lynch N, Minh DDL, La VNTL, Kang L, Huddleston K, Renslow R, Tollefson M, Walters WP, Xu C, Hsu J, St-Laurent J, Etsmoberg H, Zhu L, Quirke A, Haleem MIA, Alibay I, Baid G, Birnbaum B, Bishop KP, Bohorquez H, Bose A, Brown CJ, Burns J, Cai L, Cedeno R, de Cesco S, Chupakhin V, Clark F, Cole DJ, Corbi-Verge C, Danial M, Davi A, Dehaen W, Doering NP, Dougha A, Dréanic MP, Eakin B, Ehrlich A, Elijosius R, Fülöp J, Gitter A, Goossens K, Gu Y, Head-Gordon T, Hoffer L, Hofmans J, Jiang E, Kaminow B, Khosravi S, Khoualdi AF, Lenselink EB, Liu Z, Liu Y, Liu S, Ma Y, Maher P, Mayer I, Mendez-Lucio O, Mey ASJS, Michel J, Montanari F, Niu T, Ogino R, Palaniappan A, Pan X, Patnaik A, Pham LH, Pinto L, Purnomo J, Rich A, Schaaf L, Schran C, Singh RK, Srilakshmi M, Srivastava SP, Sun K, Sun Z, Talagayev V, Balakrishnan BTSB, Titus I, Tkatchenko A, Treyde W, Tricarico G, Tripp A, Vithayapalert N, Wang Y, Wasi AT, Wedig S, Wolber G, Xu B, Zhou W, von Delft F, Lee A, Kirkegaard K, Sjö P, **Fraser JS**, Chodera JD"
+journal: "Journal of Chemical Information and Modeling"
 chemrxiv: "2025-zd9mr"
-pub_date: "2025-07-25" #Date of publication. Change from Biorxiv date to Journal date once accepted
+pub_date: "2026-02-26"
+pmid: "41749419"
 image: "/static/img/pub/2025_challenge.png"
 tags:
   - Drug Discovery