14 citations · 15 across the 7 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
physics.bio-ph2024
Modelling Mosquito Population Dynamics using PINN-derived Empirical Parameters
Branislava Lalic, Dinh Viet Cuong, Mina Petric +3
Vector-borne diseases continue to pose a significant health threat globally with more than 3 billion people at risk each year. Despite some limitations, mechanistic dynamic models…
q-bio.PE2024★ 14 cited
Adapting Physics-Informed Neural Networks to Improve ODE Optimization in Mosquito Population Dynamics
Dinh Viet Cuong, Branislava Lalić, Mina Petrić +2
Physics informed neural networks have been gaining popularity due to their unique ability to incorporate physics laws into data-driven models, ensuring that the predictions are not…