Population Dynamic

Population dynamics research focuses on understanding and modeling the changes in size and distribution of populations over time, driven by factors like birth, death, migration, and interactions within and between species. Current research emphasizes developing sophisticated models, including physics-informed neural networks, deep learning (e.g., LSTMs), and discrete-event simulations, to capture complex dynamics in diverse systems, from ecological populations to the spread of disease and optimization algorithms. These advancements improve prediction accuracy and enable better control strategies in various fields, ranging from epidemiology and ecology to resource management and engineering design. The resulting insights are crucial for informed decision-making in addressing challenges related to conservation, public health, and resource allocation.

Papers