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Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations.
Sherratt K, Gruson H, Grah R, Johnson H, Niehus R, Prasse B, Sandmann F, Deuschel J, Wolffram D, Abbott S, Ullrich A, Gibson G, Ray EL, Reich NG, Sheldon D, Wang Y, Wattanachit N, Wang L, Trnka J, Obozinski G, Sun T, Thanou D, Pottier L, Krymova E, Meinke JH, Barbarossa MV, Leithauser N, Mohring J, Schneider J, Wlazlo J, Fuhrmann J, Lange B, Rodiah I, Baccam P, Gurung H, Stage S, Suchoski B, Budzinski J, Walraven R, Villanueva I, Tucek V, Smid M, Zajicek M, Perez Alvarez C, Reina B, Bosse NI, Meakin SR, Castro L, Fairchild G, Michaud I, Osthus D, Alaimo Di Loro P, Maruotti A, Eclerova V, Kraus A, Kraus D, Pribylova L, Dimitris B, Li ML, Saksham S, Dehning J, Mohr S, Priesemann V, Redlarski G, Bejar B, Ardenghi G, Parolini N, Ziarelli G, Bock W, Heyder S, Hotz T, Singh DE, Guzman-Merino M, Aznarte JL, Morina D, Alonso S, Alvarez E, Lopez D, Prats C, Burgard JP, Rodloff A, Zimmermann T, Kuhlmann A, Zibert J, Pennoni F, Divino F, Catala M, Lovison G, Giudici P, Tarantino B, Bartolucci F, Jona Lasinio G, Mingione M, Farcomeni A, Srivastava A, Montero-Manso P, Adiga A, Hurt B, Lewis B, Marathe M, Porebski P, Venkatramanan S, Bartczuk RP, Dreger F, Gambin A, Gogolewski K, Gruziel… See abstract for full author list ➔ Sherratt K, et al. Among authors: adiga a. Elife. 2023 Apr 21;12:e81916. doi: 10.7554/eLife.81916. Elife. 2023. PMID: 37083521 Free PMC article.
Models for COVID-19 Pandemic: A Comparative Analysis.
Adiga A, Dubhashi D, Lewis B, Marathe M, Venkatramanan S, Vullikanti A. Adiga A, et al. ArXiv [Preprint]. 2020 Sep 21:arXiv:2009.10014v1. ArXiv. 2020. PMID: 32995366 Free PMC article. Updated. Preprint.
Mathematical Models for COVID-19 Pandemic: A Comparative Analysis.
Adiga A, Dubhashi D, Lewis B, Marathe M, Venkatramanan S, Vullikanti A. Adiga A, et al. J Indian Inst Sci. 2020;100(4):793-807. doi: 10.1007/s41745-020-00200-6. Epub 2020 Oct 30. J Indian Inst Sci. 2020. PMID: 33144763 Free PMC article. Review.
Data-Driven Modeling for Different Stages of Pandemic Response.
Adiga A, Chen J, Marathe M, Mortveit H, Venkatramanan S, Vullikanti A. Adiga A, et al. J Indian Inst Sci. 2020;100(4):901-915. doi: 10.1007/s41745-020-00206-0. Epub 2020 Nov 16. J Indian Inst Sci. 2020. PMID: 33223629 Free PMC article. Review.
All Models Are Useful: Bayesian Ensembling for Robust High Resolution COVID-19 Forecasting.
Adiga A, Wang L, Hurt B, Peddireddy A, Porebski P, Venkatramanan S, Lewis B, Marathe M. Adiga A, et al. medRxiv [Preprint]. 2021 Mar 13:2021.03.12.21253495. doi: 10.1101/2021.03.12.21253495. medRxiv. 2021. PMID: 33758893 Free PMC article. Preprint.
Finally, we also describe how such forecasts are used to increase lead time for training mechanistic scenario projections. Our work demonstrates that such a real-time high resolution forecasting pipeline can be developed by integrating multiple methods within a perf …
Finally, we also describe how such forecasts are used to increase lead time for training mechanistic scenario projections. Our work demonstr …
Projected resurgence of COVID-19 in the United States in July-December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination.
Truelove S, Smith CP, Qin M, Mullany LC, Borchering RK, Lessler J, Shea K, Howerton E, Contamin L, Levander J, Salerno J, Hochheiser H, Kinsey M, Tallaksen K, Wilson S, Shin L, Rainwater-Lovett K, Lemaitre JC, Dent J, Kaminsky J, Lee EC, Perez-Saez J, Hill A, Karlen D, Chinazzi M, Davis JT, Mu K, Xiong X, Piontti APY, Vespignani A, Srivastava A, Porebski P, Venkatramanan S, Adiga A, Lewis B, Klahn B, Outten J, Schlitt J, Corbett P, Telionis PA, Wang L, Peddireddy AS, Hurt B, Chen J, Vullikanti A, Marathe M, Hoops S, Bhattacharya P, Machi D, Chen S, Paul R, Janies D, Thill JC, Galanti M, Yamana T, Pei S, Shaman J, Reich NG, Healy JM, Slayton RB, Biggerstaff M, Johansson MA, Runge MC, Viboud C. Truelove S, et al. Among authors: adiga a. medRxiv [Preprint]. 2021 Sep 2:2021.08.28.21262748. doi: 10.1101/2021.08.28.21262748. medRxiv. 2021. PMID: 34494030 Free PMC article. Updated. Preprint.
Impact of SARS-CoV-2 vaccination of children ages 5-11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021-March 2022: a multi-model study.
Borchering RK, Mullany LC, Howerton E, Chinazzi M, Smith CP, Qin M, Reich NG, Contamin L, Levander J, Kerr J, Espino J, Hochheiser H, Lovett K, Kinsey M, Tallaksen K, Wilson S, Shin L, Lemaitre JC, Hulse JD, Kaminsky J, Lee EC, Davis JT, Mu K, Xiong X, Piontti APY, Vespignani A, Srivastava A, Porebski P, Venkatramanan S, Adiga A, Lewis B, Klahn B, Outten J, Hurt B, Chen J, Mortveit H, Wilson A, Marathe M, Hoops S, Bhattacharya P, Machi D, Chen S, Paul R, Janies D, Thill JC, Galanti M, Yamana T, Pei S, Shaman J, Espana G, Cavany S, Moore S, Perkins A, Healy JM, Slayton RB, Johansson MA, Biggerstaff M, Shea K, Truelove SA, Runge MC, Viboud C, Lessler J. Borchering RK, et al. Among authors: adiga a. medRxiv [Preprint]. 2022 Mar 10:2022.03.08.22271905. doi: 10.1101/2022.03.08.22271905. medRxiv. 2022. PMID: 35313593 Free PMC article. Updated. Preprint.
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