Search Results for author: Paterne Gahungu

Found 5 papers, 0 papers with code

Mathematical Model for Transmission Dynamics of Tuberculosis in Burundi

no code implementations4 Apr 2023 Steve Sibomanaa, Kelly Joelle Gatore Sinigirira, Paterne Gahungu, David Niyukuri

In this paper, the supectible-exposed-infected-recovered (SEIR) model is used to investigate the transmission dynamics of tuberculosis in Burundi.


Modelling spatio-temporal trends of air pollution in Africa

no code implementations21 Aug 2022 Paterne Gahungu, Jean Remy Kubwimana, Lionel Jean Marie Benjamin Muhimpundu, Egide Ndamuzi

Atmospheric pollution remains one of the major public health threat worldwide with an estimated 7 millions deaths annually.

Gaussian Processes

Trend analysis and forecasting air pollution in Rwanda

no code implementations20 May 2022 Paterne Gahungu, Jean Remy Kubwimana

Air pollution is a major public health problem worldwide although the lack of data is a global issue for most low and middle income countries.

Decision Making

Adjoint-aided inference of Gaussian process driven differential equations

no code implementations9 Feb 2022 Paterne Gahungu, Christopher W Lanyon, Mauricio A Alvarez, Engineer Bainomugisha, Michael Smith, Richard D. Wilkinson

In this paper we show how the adjoint of a linear system can be used to efficiently infer forcing functions modelled as GPs, using a truncated basis expansion of the GP kernel.

Bayesian Inference Bayesian Optimisation

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