2 papers
physics.bio-ph2025
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.PE2025
Adapting Physics-Informed Neural Networks to Improve ODE Optimization in Mosquito Population Dynamics
Dinh Viet Cuong, Branislava LaliÄ, Mina PetriÄ +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…