{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T01:39:08Z","timestamp":1781141948130,"version":"3.54.1"},"reference-count":56,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2021,8,7]],"date-time":"2021-08-07T00:00:00Z","timestamp":1628294400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2021,8,7]],"date-time":"2021-08-07T00:00:00Z","timestamp":1628294400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100003593","name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","doi-asserted-by":"crossref","award":["465704\/2014-0"],"award-info":[{"award-number":["465704\/2014-0"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100003593","name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","doi-asserted-by":"crossref","award":["425509\/2018-4"],"award-info":[{"award-number":["425509\/2018-4"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100004901","name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de Minas Gerais","doi-asserted-by":"crossref","award":["APQ-00870-17"],"award-info":[{"award-number":["APQ-00870-17"]}],"id":[{"id":"10.13039\/501100004901","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100003593","name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","doi-asserted-by":"crossref","award":["302079\/2011-4"],"award-info":[{"award-number":["302079\/2011-4"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["SN COMPUT. SCI."],"published-print":{"date-parts":[[2021,9]]},"DOI":"10.1007\/s42979-021-00794-3","type":"journal-article","created":{"date-parts":[[2021,8,7]],"date-time":"2021-08-07T16:02:43Z","timestamp":1628352163000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Application of Optimal Control of Infectious Diseases in a Model-Free Scenario"],"prefix":"10.1007","volume":"2","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5841-2193","authenticated-orcid":false,"given":"Erivelton G.","family":"Nepomuceno","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M\u00e1rcia L. C.","family":"Peixoto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M\u00e1rcio J.","family":"Lacerda","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andriana S. L. O.","family":"Campanharo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ricardo H. C.","family":"Takahashi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luis A.","family":"Aguirre","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,8,7]]},"reference":[{"issue":"4","key":"794_CR1","doi-asserted-by":"publisher","first-page":"599","DOI":"10.1137\/S0036144500371907","volume":"42","author":"HW Hethcote","year":"2000","unstructured":"Hethcote HW. The mathematics of infectious diseases. SIAM Rev. 2000;42(4):599.","journal-title":"SIAM Rev"},{"key":"794_CR2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-08542-4","volume-title":"Mathematical biology, mathematical biology","author":"JD Murray","year":"1993","unstructured":"Murray JD. Mathematical biology, mathematical biology. Berlin: Springer; 1993."},{"key":"794_CR3","volume-title":"Infectious diseases of humans: dynamics and control","author":"RM Anderson","year":"1992","unstructured":"Anderson RM, May RM. Infectious diseases of humans: dynamics and control. Oxford: Oxford University Press; 1992."},{"issue":"2","key":"794_CR4","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1016\/0040-5809(77)90025-9","volume":"11","author":"K Wickwire","year":"1977","unstructured":"Wickwire K. Mathematical-models for control of pest and infectious-diseases - survey. Theor Popul Biol. 1977;11(2):182.","journal-title":"Theor Popul Biol"},{"issue":"5","key":"794_CR5","first-page":"705","volume":"44","author":"J Stan\u011bk","year":"2008","unstructured":"Stan\u011bk J. Kermack-McKendrick epidemics vaccinated. Kybernetika. 2008;44(5):705.","journal-title":"Kybernetika"},{"key":"794_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2018\/1579865","volume":"2018","author":"J Yang","year":"2018","unstructured":"Yang J, Wang X. Threshold dynamics of an SIR model with nonlinear incidence rate and age-dependent susceptibility. Complexity. 2018;2018:1.","journal-title":"Complexity"},{"issue":"5","key":"794_CR7","doi-asserted-by":"publisher","first-page":"180200","DOI":"10.1098\/rsos.180200","volume":"5","author":"EG Nepomuceno","year":"2018","unstructured":"Nepomuceno EG, Barbosa AM, Silva MX, Perc M. Individual-based modelling and control of bovine brucellosis. R Soc Open Sci. 2018;5(5):180200.","journal-title":"R Soc Open Sci"},{"key":"794_CR8","first-page":"81","volume-title":"Communications in computer and information science","author":"ER Pinto","year":"2019","unstructured":"Pinto ER, Nepomuceno EG, Campanharo ASLO. Communications in computer and information science. Berlin: Springer International Publishing; 2019. p. 81\u20138."},{"key":"794_CR9","first-page":"124519","volume":"362","author":"Y Li","year":"2019","unstructured":"Li Y, Ye M, Zhang Q. Strong convergence of the partially truncated Euler-Maruyama scheme for a stochastic age-structured SIR epidemic model. Appl Math Comput. 2019;362:124519.","journal-title":"Appl Math Comput"},{"key":"794_CR10","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1016\/j.cam.2019.04.008","volume":"361","author":"H Slama","year":"2019","unstructured":"Slama H, Hussein A, El-Bedwhey NA, Selim MM. An approximate probabilistic solution of a random SIR-type epidemiological model using RVT technique. Appl Math Comput. 2019;361:144.","journal-title":"Appl Math Comput"},{"key":"794_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.25561\/77735","volume":"1","author":"PGT Walker","year":"2020","unstructured":"Walker PGT, et al. Imperial college COVID19-global impact. Imperial College COVID-19 Response Team. 2020; 1\u201319. https:\/\/doi.org\/10.25561\/77735.","journal-title":"Imperial College COVID-19 Response Team"},{"issue":"2\u20133","key":"794_CR12","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1016\/j.biosystems.2011.02.001","volume":"104","author":"TK Kar","year":"2011","unstructured":"Kar TK, Batabyal A. Stability analysis and optimal control of an SIR epidemic model with vaccination. Biosystems. 2011;104(2\u20133):127.","journal-title":"Biosystems"},{"issue":"10223","key":"794_CR13","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1016\/S0140-6736(20)30183-5","volume":"395","author":"C Huang","year":"2020","unstructured":"Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, Zhang L, Fan G, Xu J, Gu X, et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet. 2020;395(10223):497.","journal-title":"Lancet"},{"issue":"7798","key":"794_CR14","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1038\/d41586-020-00660-x","volume":"579","author":"S Mallapaty","year":"2020","unstructured":"Mallapaty S. Why does the coronavirus spread so easily between people? Nature 2020;579:183\u2013183","journal-title":"Nature"},{"key":"794_CR15","first-page":"700","volume":"A115","author":"W Kermack","year":"1927","unstructured":"Kermack W, McKendrick A. A contribution to the mathematical theory of epidemics. Proc R Soc Lond Ser A. 1927;A115:700.","journal-title":"Proc R Soc Lond Ser A"},{"key":"794_CR16","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/j.nonrwa.2014.12.001","volume":"23","author":"FY Yang","year":"2015","unstructured":"Yang FY, Li WT, Wang ZC. Traveling waves in a nonlocal dispersal SIR epidemic model. Nonlinear Anal Real World Appl. 2015;23:129.","journal-title":"Nonlinear Anal Real World Appl"},{"issue":"1","key":"794_CR17","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1016\/0025-5564(94)90025-6","volume":"124","author":"LJS Allen","year":"1994","unstructured":"Allen LJS. Some discrete-time SI, SIR, and SIS epidemic models. Math Biosci. 1994;124(1):83.","journal-title":"Math Biosci"},{"key":"794_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2018\/7191487","volume":"2018","author":"J Rashidinia","year":"2018","unstructured":"Rashidinia J, Sajjadian M, Duarte J, Janu\u00e1rio C, Martins N. On the dynamical complexity of a seasonally forced discrete SIR epidemic model with a constant vaccination strategy. Complexity. 2018;2018:1.","journal-title":"Complexity"},{"issue":"1","key":"794_CR19","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1007\/s10441-013-9176-6","volume":"61","author":"J Demongeot","year":"2013","unstructured":"Demongeot J, Hansen O, Hessami H, Jannot A, Mintsa J, Rachdi M, Taramasco C. Random modelling of contagious diseases. Acta Biotheor. 2013;61(1):141.","journal-title":"Acta Biotheor"},{"issue":"2","key":"794_CR20","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1007\/s00285-003-0207-9","volume":"47","author":"AS Ackleh","year":"2003","unstructured":"Ackleh AS, Allen LJS. Competitive exclusion and coexistence for pathogens in an epidemic model with variable population size. J Math Biol. 2003;47(2):153.","journal-title":"J Math Biol"},{"issue":"1","key":"794_CR21","doi-asserted-by":"publisher","first-page":"208","DOI":"10.1016\/j.jmaa.2010.07.017","volume":"372","author":"W Yang","year":"2010","unstructured":"Yang W, Sun C, Arino J. Global analysis for a general epidemiological model with vaccination and varying population. J Math Anal Appl. 2010;372(1):208.","journal-title":"J Math Anal Appl"},{"issue":"6","key":"794_CR22","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1002\/oca.678","volume":"21","author":"H Behncke","year":"2000","unstructured":"Behncke H. Optimal control of deterministic epidemics. Optim Control Appl Methods. 2000;21(6):269.","journal-title":"Optim Control Appl Methods"},{"issue":"5\/6","key":"794_CR23","doi-asserted-by":"publisher","first-page":"1691","DOI":"10.3934\/mbe.2013.10.1691","volume":"10","author":"Y Zhou","year":"2013","unstructured":"Zhou Y, Wu J, Wu M. Optimal isolation strategies of emerging infectious diseases with limited resources. Math Biosci Eng. 2013;10(5\/6):1691.","journal-title":"Math Biosci Eng"},{"issue":"1","key":"794_CR24","doi-asserted-by":"publisher","first-page":"185","DOI":"10.18576\/amis\/100117","volume":"10","author":"AA Lashari","year":"2016","unstructured":"Lashari AA. Optimal control of an SIR epidemic model with a saturated treatment. Appl Math Inform Sci. 2016;10(1):185.","journal-title":"Appl Math Inform Sci"},{"issue":"4","key":"794_CR25","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1051\/mmnp\/201611407","volume":"11","author":"EV Grigorieva","year":"2016","unstructured":"Grigorieva EV, Khailov EN, Korobeinikov A. Optimal control for a SIR epidemic model with nonlinear incidence rate. Math Model Natl Phenom. 2016;11(4):89.","journal-title":"Math Model Natl Phenom"},{"key":"794_CR26","doi-asserted-by":"publisher","first-page":"377","DOI":"10.1016\/j.bspc.2016.09.011","volume":"31","author":"P Di Giamberardino","year":"2017","unstructured":"Di Giamberardino P, Iacoviello D. Optimal control of SIR epidemic model with state dependent switching cost index. Biomed Signal Process Control. 2017;31:377.","journal-title":"Biomed Signal Process Control"},{"issue":"1712","key":"794_CR27","first-page":"1661","volume":"278","author":"D Alonso","year":"2011","unstructured":"Alonso D, Bouma MJ, Pascual M. Epidemic malaria and warmer temperatures in recent decades in an East African highland. Proc Biol Sci. 2011;278(1712):1661.","journal-title":"Proc Biol Sci"},{"key":"794_CR28","doi-asserted-by":"publisher","unstructured":"Elazzouzi A, Lamrani Alaoui A, Tilioua M, Tridane A. Global stability analysis for a generalized delayed SIR model with vaccination and treatment. Adv Diff Equat. 2019;2019(1):532. https:\/\/doi.org\/10.1186\/s13662-019-2447-z.","DOI":"10.1186\/s13662-019-2447-z"},{"key":"794_CR29","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1016\/S0025-5564(03)00061-0","volume":"185","author":"CP Farrington","year":"2003","unstructured":"Farrington CP. On vaccine efficacy and reproduction numbers. Math Biosci. 2003;185:89.","journal-title":"Math Biosci"},{"key":"794_CR30","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1016\/S0025-5564(00)00003-1","volume":"164","author":"CM Kribs-Zaleta","year":"2000","unstructured":"Kribs-Zaleta CM, Velasco-Hernandez JX. A simple vaccination model with multiple endemic states. Math Biosci. 2000;164:183.","journal-title":"Math Biosci"},{"issue":"1520","key":"794_CR31","doi-asserted-by":"publisher","first-page":"1129","DOI":"10.1098\/rspb.2003.2370","volume":"270","author":"S Gandon","year":"2003","unstructured":"Gandon S, Mackinnon M, Nee S, Read A. Imperfect vaccination: some epidemiological and evolutionary consequences. Proc R Soci Lond Ser B. 2003;270(1520):1129.","journal-title":"Proc R Soci Lond Ser B"},{"issue":"2","key":"794_CR32","doi-asserted-by":"publisher","first-page":"1074","DOI":"10.3934\/mbe.2020057","volume":"17","author":"RM Colombo","year":"2020","unstructured":"Colombo RM, Garavello M. Optimizing vaccination strategies in an age structured SIR model. Math Biosci Eng. 2020;17(2):1074.","journal-title":"Math Biosci Eng"},{"issue":"492","key":"794_CR33","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1046\/j.0013-0133.2003.0174.x","volume":"114","author":"M Gersovitz","year":"2004","unstructured":"Gersovitz M, Hammer JS. The economical control of infectious diseases. Econ J. 2004;114(492):1.","journal-title":"Econ J"},{"key":"794_CR34","volume-title":"Optimal control theory: an introduction","author":"DE Kirk","year":"1970","unstructured":"Kirk DE. Optimal control theory: an introduction. Englewood Cliffs: Prentice-Hall Inc.; 1970."},{"issue":"10","key":"794_CR35","doi-asserted-by":"publisher","first-page":"2037","DOI":"10.1016\/j.jedc.2003.08.001","volume":"28","author":"PJ Francis","year":"2004","unstructured":"Francis PJ. Optimal tax\/subsidy combinations for the flu season. J Econ Dyn Control. 2004;28(10):2037.","journal-title":"J Econ Dyn Control"},{"issue":"2\u20133","key":"794_CR36","first-page":"261","volume":"127","author":"P Ogren","year":"2002","unstructured":"Ogren P, Martin CF. Vaccination strategies for epidemics in highly mobile populations. Appl Math Comput. 2002;127(2\u20133):261.","journal-title":"Appl Math Comput"},{"issue":"4","key":"794_CR37","doi-asserted-by":"publisher","first-page":"272","DOI":"10.1016\/j.bspc.2009.06.003","volume":"4","author":"C Briat","year":"2009","unstructured":"Briat C, Verriest EI. A new delay-SIR model for pulse vaccination. Biomed Signal Process Control. 2009;4(4):272.","journal-title":"Biomed Signal Process Control"},{"key":"794_CR38","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1016\/j.mbs.2017.07.011","volume":"292","author":"L Bolzoni","year":"2017","unstructured":"Bolzoni L, Bonacini E, Soresina C, Groppi M. Time-optimal control strategies in SIR epidemic models. Math Biosci. 2017;292:86.","journal-title":"Math Biosci"},{"issue":"1\u20132","key":"794_CR39","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1007\/s12190-017-1083-6","volume":"56","author":"A Das","year":"2018","unstructured":"Das A, Pal M. A mathematical study of an imprecise SIR epidemic model with treatment control. J Appl Math Comput. 2018;56(1\u20132):477.","journal-title":"J Appl Math Comput"},{"issue":"1","key":"794_CR40","doi-asserted-by":"publisher","first-page":"384","DOI":"10.1007\/s40435-016-0283-5","volume":"6","author":"AEA Laaroussi","year":"2018","unstructured":"Laaroussi AEA, Rachik M, Elhia M. An optimal control problem for a spatiotemporal SIR model. Int J Dyn Control. 2018;6(1):384.","journal-title":"Int J Dyn Control"},{"key":"794_CR41","first-page":"1","volume":"1","author":"MJ Lacerda","year":"2020","unstructured":"Lacerda MJ, Nepomuceno EG. ResearchGate Preprint. 2020;1:1\u20134.","journal-title":"ResearchGate Preprint"},{"key":"794_CR42","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1016\/j.bspc.2017.09.004","volume":"40","author":"EG Nepomuceno","year":"2018","unstructured":"Nepomuceno EG, Takahashi RH, Aguirre LA. Reducing vaccination level to eradicate a disease by means of a mixed control with isolation. Biomed Signal Process Control. 2018;40:83.","journal-title":"Biomed Signal Process Control"},{"issue":"6","key":"794_CR43","doi-asserted-by":"publisher","first-page":"1181","DOI":"10.4269\/ajtmh.20-0281","volume":"102","author":"S Momtazmanesh","year":"2020","unstructured":"Momtazmanesh S, Ochs HD, Uddin LQ, Perc M, Routes JM, Vieira DN, Al-Herz W, Baris S, Prando C, Rosivall L, Abdul Latiff AH, Ulrichs T, Roudenok V, Aldave Becerra JC, Salunke DB, Goudouris E, Condino-Neto A, Stashchak A, Kryvenko O, Stashchak M, Bondarenko A, Rezaei N. All together to fight COVID-19. Am J Trop Med Hyg. 2020;102(6):1181. https:\/\/doi.org\/10.4269\/ajtmh.20-0281.","journal-title":"Am J Trop Med Hyg"},{"issue":"3","key":"794_CR44","first-page":"689","volume":"149","author":"SM Moghadas","year":"2004","unstructured":"Moghadas SM. Analysis of an epidemic model with bistable equilibria using the Poincar\u00e9 index. Appl Math Comput. 2004;149(3):689.","journal-title":"Appl Math Comput"},{"key":"794_CR45","volume-title":"The mathematical theory of optimal processes","author":"LS Pontryagin","year":"1962","unstructured":"Pontryagin LS, Boltyanskii VG, Gamkrelidze RV, Mishchenko EF. The mathematical theory of optimal processes. New York: Wiley; 1962."},{"key":"794_CR46","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1016\/S0960-0779(00)00110-7","volume":"12","author":"JGP Gamarra","year":"2001","unstructured":"Gamarra JGP, Sol\u00e9 RV, Alonso D. Control, synchrony and the persistence of chaotic populations. Chaos Solitons Fractals. 2001;12:235.","journal-title":"Chaos Solitons Fractals"},{"issue":"3","key":"794_CR47","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1145\/502800.502801","volume":"27","author":"J Kierzenka","year":"2001","unstructured":"Kierzenka J, Shampine LF. A BVP solver based on residual control and the MATLAB PSE. ACM Trans Math Softw. 2001;27(3):299.","journal-title":"ACM Trans Math Softw"},{"key":"794_CR48","doi-asserted-by":"publisher","DOI":"10.1016\/S1473-3099(20)30764-7","author":"RL Tillett","year":"2020","unstructured":"Tillett RL, Sevinsky JR, Hartley PD, Kerwin H, Crawford N, Gorzalski A, Laverdure C, Verma SC, Rossetto CC, Jackson D, Farrell MJ, Van Hooser S, Pandori M. Lancet Infect Dis. 2020. https:\/\/doi.org\/10.1016\/S1473-3099(20)30764-7.","journal-title":"Lancet Infect Dis"},{"issue":"6","key":"794_CR49","doi-asserted-by":"publisher","first-page":"841","DOI":"10.1007\/s00285-009-0256-9","volume":"59","author":"ML Taylor","year":"2009","unstructured":"Taylor ML, Carr TW. An SIR epidemic model with partial temporary immunity modeled with delay. J Math Biol. 2009;59(6):841. https:\/\/doi.org\/10.1007\/s00285-009-0256-9.","journal-title":"J Math Biol"},{"issue":"2","key":"794_CR50","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1002\/oca.683","volume":"22","author":"MAL Caetano","year":"2001","unstructured":"Caetano MAL, Yoneyama T. Optimal and sub-optimal control in the dengue epidemics. Optim Control. 2001;22(2):63.","journal-title":"Optim Control"},{"key":"794_CR51","first-page":"408","volume":"329","author":"EG Nepomuceno","year":"2018","unstructured":"Nepomuceno EG, Martins SA, Silva BC, Amaral GF, Perc M. Detecting unreliable computer simulations of recursive functions with interval extensions. Appl Math Comput. 2018;329:408.","journal-title":"Appl Math Comput"},{"key":"794_CR52","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1016\/j.chaos.2018.04.032","volume":"112","author":"ML Peixoto","year":"2018","unstructured":"Peixoto ML, Nepomuceno EG, Martins SA, Lacerda MJ. Computation of the largest positive Lyapunov exponent using rounding mode and recursive least square algorithm. Chaos Solitons Fractals. 2018;112:36.","journal-title":"Chaos Solitons Fractals"},{"key":"794_CR53","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898717716","volume-title":"Introduction to interval analysis","author":"RE Moore","year":"2009","unstructured":"Moore RE, Kearfott RB, Cloud MJ. Introduction to interval analysis. Philadelphia: SIAM; 2009."},{"issue":"1","key":"794_CR54","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1038\/s41541-020-0188-3","volume":"5","author":"YC Kim","year":"2020","unstructured":"Kim YC, Dema B, Reyes-Sandoval A. COVID-19 vaccines: breaking record times to first-in-human trials. npj Vaccines. 2020;5(1):34.","journal-title":"npj Vaccines"},{"issue":"18","key":"794_CR55","doi-asserted-by":"publisher","first-page":"1677","DOI":"10.1056\/NEJMp2003762","volume":"382","author":"B Gates","year":"2020","unstructured":"Gates B. Responding to Covid-19 \u2014 A Once-in-a-Century Pandemic? New England J Med. 2020;382(18):1677\u20131679. https:\/\/doi.org\/10.1056\/NEJMp2003762.","journal-title":"New England Journal of Medicine"},{"key":"794_CR56","doi-asserted-by":"publisher","first-page":"5","DOI":"10.3389\/fphy.2020.00127","volume":"8","author":"M Perc","year":"2020","unstructured":"Perc M, Gori\u0161ek Miksi\u0107 N, Slavinec M, Sto\u017eer A. Forecasting COVID-19. Front Phys. 2020;8:5. https:\/\/doi.org\/10.3389\/fphy.2020.00127.","journal-title":"Front Phys"}],"container-title":["SN Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s42979-021-00794-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s42979-021-00794-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s42979-021-00794-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T09:32:50Z","timestamp":1744191170000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s42979-021-00794-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8,7]]},"references-count":56,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2021,9]]}},"alternative-id":["794"],"URL":"https:\/\/doi.org\/10.1007\/s42979-021-00794-3","relation":{},"ISSN":["2662-995X","2661-8907"],"issn-type":[{"value":"2662-995X","type":"print"},{"value":"2661-8907","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,8,7]]},"assertion":[{"value":"5 June 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 July 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 August 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that there is no conflict of interest regarding the publication of this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}],"article-number":"405"}}