A research team has developed a novel method for estimating the predictability of complex dynamical systems. Their work, "Time-lagged recurrence: A data-driven method to estimate the predictability of ...

A mystery novel, a history book, and a fantasy epic may have little in common in plot or style. But count the words inside them and a strange regularity appears: many new words show up early, then ...

A new AI developed at Duke University can uncover simple, readable rules behind extremely complex systems. It studies how systems evolve over time and reduces thousands of variables into compact ...

Study and gain skills in the tools, methods, and processes of designing, analyzing, controlling and improving complex engineered systems from world-renowned faculty who are experts in their field.

Modeling complex systems When studying complex biological systems such as the immune system, scientists can extract many different types of data. Sequencing cell genomes tells them which gene variants ...

A: an illustration of the complex system of AI-infused social networks. B: a model of amplification of biases in networks due to feedback between algorithm and human decision over time. B (i), ...

Complex systems as a research area focuses on studying systems composed of many interacting components whose collective behavior exhibits nonlinearity, emergence, adaptation, and self-organization. It ...