COVID-19 modeling: A review

L Cao, Q Liu - ACM Computing Surveys, 2021 - dl.acm.org
The SARS-CoV-2 viruses and their triggered COVID-19 pandemic have fundamentally
reshaped the world in almost every aspect, their evolution and influences remain. While over …

How have global scientists responded to tackling COVID-19?

L Cao, W Hou - medRxiv, 2022 - medrxiv.org
Since the outbreak of COVID-19, the global scientific communities across almost all
countries have made urgent, intensive, and continuous effort on understanding, fighting and …

Understanding the covid19 outbreak: A comparative data analytics and study

A Koubaa - arXiv preprint arXiv:2003.14150, 2020 - arxiv.org
The Coronavirus, also known as the COVID-19 virus, has emerged in Wuhan China since
late November 2019. Since that time, it has been spreading at large-scale until today all …

Data-driven modeling of COVID-19—Lessons learned

E Kuhl - Extreme Mechanics Letters, 2020 - Elsevier
Understanding the outbreak dynamics of COVID-19 through the lens of mathematical
models is an elusive but significant goal. Within only half a year, the COVID-19 pandemic …

A multi-method approach to modeling COVID-19 disease dynamics in the United States

A Mokhtari, C Mineo, J Kriseman, P Kremer, L Neal… - Scientific reports, 2021 - nature.com
In this paper, we proposed a multi-method modeling approach to community-level spreading
of COVID-19 disease. Our methodology was composed of interconnected age-stratified …

COVID-19 prediction models and unexploited data

KC Santosh - Journal of medical systems, 2020 - Springer
Abstract For COVID-19, predictive modeling, in the literature, uses broadly SEIR/SIR, agent-
based, curve-fitting techniques/models. Besides, machine-learning models that are built on …

The importance of local context in COVID-19 models

RM Eggo, J Dawa, AJ Kucharski… - Nature Computational …, 2021 - nature.com
COVID-19 models have been extensively used to inform public health officials about
potential interventions. Nevertheless, careful attention must be taken when extrapolating …

COVID-19 and SARS-CoV-2. Modeling the present, looking at the future

E Estrada - Physics reports, 2020 - Elsevier
Abstract Since December 2019 the Severe Acute Respiratory Syndrome Coronavirus 2
(SARS-CoV-2) has produced an outbreak of pulmonary disease which has soon become a …

A primer on using mathematics to understand COVID-19 dynamics: Modeling, analysis and simulations

AB Gumel, EA Iboi, CN Ngonghala… - Infectious Disease …, 2021 - Elsevier
Abstract The novel coronavirus (COVID-19) pandemic that emerged from Wuhan city in
December 2019 overwhelmed health systems and paralyzed economies around the world. It …

Mathematic modeling of COVID-19 in the United States

Y Tang, S Wang - Emerging microbes & infections, 2020 - Taylor & Francis
ABSTRACT COVID-19, the worst pandemic in 100 years, has rapidly spread to the entire
world in 2 months since its early report in January 2020. Based on the publicly available …