Emergent Collective

Emergent collective behavior studies how simple interactions between individual agents give rise to complex, coordinated group-level actions. Current research focuses on developing and analyzing computational models, including agent-based simulations and neural network architectures, to understand the mechanisms driving these emergent phenomena in systems ranging from ant colonies to artificial swarms. This research improves our understanding of complex systems across biology, engineering, and social sciences, offering insights into collective intelligence, self-organization, and the design of robust, decentralized systems. The development of scalable and flexible simulation tools is a key enabling factor in this rapidly advancing field.