4.2k citations · 4.2k across the 6 of their papers we have counts for
3 papers · 1 filter
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…
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…
Graph-Based Optimisation of Network Expansion in a Dockless Bike Sharing System
Mark Roantree, Niamh Murphi, Dinh Viet Cuong +1
Bike-sharing systems (BSSs) are deployed in over a thousand cities worldwide and play an important role in many urban transportation systems. BSSs alleviate congestion, reduce poll…