most citedAnalysis of the COVID-19 pandemic by SIR model and machine learning technics for forecasting

47 citations · 93 across the 8 of their papers we have counts for

collaborators

8 papers

math.OC2022

The Wade Formula and the oil price fluctuation: An Optimal Control Theory approach

Pierre Mendy, Babacar M. Ndiaye, Diaraf Seck +1

By considering the Wade Formula, we propose a model to study the evolution of the oil price per barrel. Our model shows that the policy of diversification of the energy is to be su…

q-bio.PE20201 cited

Analysis of COVID-19 evolution in Senegal: impact of health care capacity

Mouhamed M. Fall, Babacar M. Ndiaye, Ousmane Seydi +1

We consider a compartmental model from which we incorporate a time-dependent health care capacity having a logistic growth. This allows us to take into account the Senegalese autho…

q-bio.PE20201 cited

Logistic growth model and modeling of factors for community case transmission

Massamba Diouf, Babacar Mbaye Ndiaye

In this article, we analyze the spread of cases resulting from community transmission of COVID-19 in Senegal in order to identify statistical associations. The identification and k…

q-bio.PE20208 cited

Visualization and machine learning for forecasting of COVID-19 in Senegal

Babacar Mbaye Ndiaye, Mouhamadou A. M. T. Balde, Diaraf Seck

In this article, we give visualization and different machine learning technics for two weeks and 40 days ahead forecast based on public data. On July 15, 2020, Senegal reopened its…

q-bio.PE20205 cited

Impact of contamination factors on the COVID-19 evolution in Senegal

Vieux Medoune Ndiaye, Serigne Omar Sarr, Babacar Mbaye Ndiaye

In this article, we perform an analysis of COVID-19 on one of the South Saharan countries (hot zone), the Senegal (West Africa). Many questions remain unanswered: why the African c…

q-bio.PE20205 cited

Impact studies of nationwide measures COVID-19 anti-pandemic: compartmental model and machine learning

Mouhamadou A. M. T. Balde, Coura Balde, Babacar M. Ndiaye

In this paper, we deal with the study of the impact of nationwide measures COVID-19 anti-pandemic. We drive two processes to analyze COVID-19 data considering measures. We associat…