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Mapping dynamical systems: New algorithm infers hypergraph structure from time-series data without prior knowledge

In a network, pairs of individual elements, or nodes, connect to each other; those connections can represent a sprawling system with myriad individual links. A hypergraph goes deeper: It gives ...
Forbes

What Is Emergence In Complex Systems — And How Physics Can Explain It

Forbes contributors publish independent expert analyses and insights. I write about neuroscience and its intersection with technology. Jul 28, 2024, 03:10pm EDT When the whole is greater than the sum ...
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Data-driven method reveals how (un)predictable complex systems can be

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 ...
The Hill

The AI ecosystem is complex and dynamic: Its regulation should acknowledge that

Last Thursday, Meta announced the newest iteration of its large language model (LLM), Llama 3. The newest model will aim to dislodge OpenAI as the market leader through various improvements driven by ...
The Conversation

The world is getting exponentially more complex – here’s how we navigate it

Ragnar van der Merwe received funding from the John Templeton Foundation as part of the project The Evolution of Complexity hosted at Bath University. Alex Broadbent received funding from the John ...
EurekAlert!

New data-driven method reveals how (un)predictable complex systems can be

Demonstrating the applicability of αη across a diverse range of systems. These include a canonical dynamical system (Rössler attractor), simulation data for slow earthquakes (spring-slider system), a ...