Matches in SemOpenAlex for { <https://semopenalex.org/work/W3157456494> ?p ?o ?g. }
- W3157456494 abstract "The SARS-CoV-2 virus and COVID-19 disease have posed unprecedented and overwhelming demand, challenges and opportunities to domain, model and data driven modeling. This paper provides a comprehensive review of the challenges, tasks, methods, progress, gaps and opportunities in relation to modeling COVID-19 problems, data and objectives. It constructs a research landscape of COVID-19 modeling tasks and methods, and further categorizes, summarizes, compares and discusses the related methods and progress of modeling COVID-19 epidemic transmission processes and dynamics, case identification and tracing, infection diagnosis and medical treatments, non-pharmaceutical interventions and their effects, drug and vaccine development, psychological, economic and social influence and impact, and misinformation, etc. The modeling methods involve mathematical and statistical models, domain-driven modeling by epidemiological compartmental models, medical and biomedical analysis, AI and data science in particular shallow and deep machine learning, simulation modeling, social science methods, and hybrid modeling." @default.
- W3157456494 created "2021-05-10" @default.
- W3157456494 creator A5017941291 @default.
- W3157456494 creator A5022343145 @default.
- W3157456494 creator A5057282370 @default.
- W3157456494 date "2021-04-16" @default.
- W3157456494 modified "2023-09-26" @default.
- W3157456494 title "COVID-19 Modeling: A Review" @default.
- W3157456494 cites W1580788756 @default.
- W3157456494 cites W1608691223 @default.
- W3157456494 cites W2080515890 @default.
- W3157456494 cites W2081267180 @default.
- W3157456494 cites W2102694845 @default.
- W3157456494 cites W2157725602 @default.
- W3157456494 cites W2387929676 @default.
- W3157456494 cites W2592929672 @default.
- W3157456494 cites W2793369686 @default.
- W3157456494 cites W2796435494 @default.
- W3157456494 cites W2887826002 @default.
- W3157456494 cites W2901908121 @default.
- W3157456494 cites W2904610037 @default.
- W3157456494 cites W2913031925 @default.
- W3157456494 cites W2915009278 @default.
- W3157456494 cites W2918770662 @default.
- W3157456494 cites W2970771982 @default.
- W3157456494 cites W2999044305 @default.
- W3157456494 cites W3002539152 @default.
- W3157456494 cites W3003573988 @default.
- W3157456494 cites W3004318991 @default.
- W3157456494 cites W3005895623 @default.
- W3157456494 cites W3006671704 @default.
- W3157456494 cites W3007470533 @default.
- W3157456494 cites W3007734542 @default.
- W3157456494 cites W3008590414 @default.
- W3157456494 cites W3009335299 @default.
- W3157456494 cites W3009557552 @default.
- W3157456494 cites W3009741597 @default.
- W3157456494 cites W3009762978 @default.
- W3157456494 cites W3009876049 @default.
- W3157456494 cites W3010233963 @default.
- W3157456494 cites W3010619285 @default.
- W3157456494 cites W3010890049 @default.
- W3157456494 cites W3010988782 @default.
- W3157456494 cites W3011224398 @default.
- W3157456494 cites W3011414569 @default.
- W3157456494 cites W3011534780 @default.
- W3157456494 cites W3011720871 @default.
- W3157456494 cites W3012054129 @default.
- W3157456494 cites W3012108358 @default.
- W3157456494 cites W3012284084 @default.
- W3157456494 cites W3012356508 @default.
- W3157456494 cites W3012626122 @default.
- W3157456494 cites W3012690896 @default.
- W3157456494 cites W3012789146 @default.
- W3157456494 cites W3012789704 @default.
- W3157456494 cites W3012958766 @default.
- W3157456494 cites W3012991084 @default.
- W3157456494 cites W3012994592 @default.
- W3157456494 cites W3013008917 @default.
- W3157456494 cites W3013019084 @default.
- W3157456494 cites W3013093478 @default.
- W3157456494 cites W3013188135 @default.
- W3157456494 cites W3013232676 @default.
- W3157456494 cites W3013371964 @default.
- W3157456494 cites W3013522436 @default.
- W3157456494 cites W3013600027 @default.
- W3157456494 cites W3013601031 @default.
- W3157456494 cites W3013855790 @default.
- W3157456494 cites W3014067512 @default.
- W3157456494 cites W3014151993 @default.
- W3157456494 cites W3014242527 @default.
- W3157456494 cites W3014281460 @default.
- W3157456494 cites W3014712943 @default.
- W3157456494 cites W3014866318 @default.
- W3157456494 cites W3014903039 @default.
- W3157456494 cites W3014916324 @default.
- W3157456494 cites W3015589047 @default.
- W3157456494 cites W3015671971 @default.
- W3157456494 cites W3015698531 @default.
- W3157456494 cites W3015759376 @default.
- W3157456494 cites W3016243898 @default.
- W3157456494 cites W3016488464 @default.
- W3157456494 cites W3016498302 @default.
- W3157456494 cites W3017517769 @default.
- W3157456494 cites W3017744567 @default.
- W3157456494 cites W3017788116 @default.
- W3157456494 cites W3018775276 @default.
- W3157456494 cites W3018782651 @default.
- W3157456494 cites W3019119825 @default.
- W3157456494 cites W3019170348 @default.
- W3157456494 cites W3019418590 @default.
- W3157456494 cites W3019643748 @default.
- W3157456494 cites W3020411887 @default.
- W3157456494 cites W3020653337 @default.
- W3157456494 cites W3020878652 @default.
- W3157456494 cites W3021040136 @default.
- W3157456494 cites W3021137017 @default.
- W3157456494 cites W3021186497 @default.
- W3157456494 cites W3021303430 @default.
- W3157456494 cites W3021622280 @default.