A Review of COVID-19 Dissemination and its Applications through Mathematical Model
The purpose of this study is to describe the outbreak of a novel coronavirus (COVID-19) and review the computational model, which was based on non-linear ordinary differential equations. The main idea developed was to describe the formulation, integration, and application of mathematical models by u...
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| Format: | Article |
| Language: | English |
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Shaheed Zulfikar Ali Bhutto Institute of Science and Technology
2022-12-01
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| Series: | JISR on Computing |
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| Online Access: | https://jisrc.szabist.edu.pk/ojs/index.php/jisrc/article/view/28 |
| _version_ | 1797742138011680768 |
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| author | Irfan Majeed |
| author_facet | Irfan Majeed |
| author_sort | Irfan Majeed |
| collection | DOAJ |
| description | The purpose of this study is to describe the outbreak of a novel coronavirus (COVID-19) and review the computational model, which was based on non-linear ordinary differential equations. The main idea developed was to describe the formulation, integration, and application of mathematical models by using data from China, Austria, Poland, and France. The Logistic Model and its solution Sigmoid Curve, and the SIR Model were used for the determination. After taking the measured data, the total number of cases was predicted, and it was found that the results were obtained in good approximation to the measured results. To predict the number of deaths over time, generalized models were developed in response to COVID-19.
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| first_indexed | 2024-03-12T14:36:40Z |
| format | Article |
| id | doaj.art-e1fe568be4604faa9553c5b01bcfc1cf |
| institution | Directory Open Access Journal |
| issn | 2412-0448 1998-4154 |
| language | English |
| last_indexed | 2024-03-12T14:36:40Z |
| publishDate | 2022-12-01 |
| publisher | Shaheed Zulfikar Ali Bhutto Institute of Science and Technology |
| record_format | Article |
| series | JISR on Computing |
| spelling | doaj.art-e1fe568be4604faa9553c5b01bcfc1cf2023-08-17T06:44:29ZengShaheed Zulfikar Ali Bhutto Institute of Science and TechnologyJISR on Computing2412-04481998-41542022-12-0120210.31645/JISRC.22.20.2.8A Review of COVID-19 Dissemination and its Applications through Mathematical ModelIrfan MajeedThe purpose of this study is to describe the outbreak of a novel coronavirus (COVID-19) and review the computational model, which was based on non-linear ordinary differential equations. The main idea developed was to describe the formulation, integration, and application of mathematical models by using data from China, Austria, Poland, and France. The Logistic Model and its solution Sigmoid Curve, and the SIR Model were used for the determination. After taking the measured data, the total number of cases was predicted, and it was found that the results were obtained in good approximation to the measured results. To predict the number of deaths over time, generalized models were developed in response to COVID-19. https://jisrc.szabist.edu.pk/ojs/index.php/jisrc/article/view/28COVID-19Non-Linear differential equations |
| spellingShingle | Irfan Majeed A Review of COVID-19 Dissemination and its Applications through Mathematical Model JISR on Computing COVID-19 Non-Linear differential equations |
| title | A Review of COVID-19 Dissemination and its Applications through Mathematical Model |
| title_full | A Review of COVID-19 Dissemination and its Applications through Mathematical Model |
| title_fullStr | A Review of COVID-19 Dissemination and its Applications through Mathematical Model |
| title_full_unstemmed | A Review of COVID-19 Dissemination and its Applications through Mathematical Model |
| title_short | A Review of COVID-19 Dissemination and its Applications through Mathematical Model |
| title_sort | review of covid 19 dissemination and its applications through mathematical model |
| topic | COVID-19 Non-Linear differential equations |
| url | https://jisrc.szabist.edu.pk/ojs/index.php/jisrc/article/view/28 |
| work_keys_str_mv | AT irfanmajeed areviewofcovid19disseminationanditsapplicationsthroughmathematicalmodel AT irfanmajeed reviewofcovid19disseminationanditsapplicationsthroughmathematicalmodel |