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Null models for comparing information decomposition across complex systems

Autor: Liardi, Alberto, Rosas, Fernando E., Carhart-Harris, Robin L., Blackburne, George, Bor, Daniel, Mediano, Pedro A. M.

A key feature of information theory is its universality, as it can be applied to study a broad variety of complex systems. However, many information-theoretic measures can vary significantly even across systems with similar properties, making normali

Externí odkaz: http://arxiv.org/abs/2410.11583

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Using Generative Artificial Intelligence Creatively in the Classroom: Examples and Lessons Learned

Autor: Molina, Maria J., McGovern, Amy, Perez-Carrasquilla, Jhayron S., Tanamachi, Robin L.

Although generative artificial intelligence (AI) is not new, recent technological breakthroughs have transformed its capabilities across many domains. These changes necessitate new attention from educators and specialized training within the atmosphe

Externí odkaz: http://arxiv.org/abs/2409.05176

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Nonadiabatic Dynamics of Molecules Interacting with Metal Surfaces: A Quantum-Classical Approach Based on Langevin Dynamics and the Hierarchical Equations of Motion

Autor: Rudge, Samuel L., Kaspar, Christoph, Grether, Robin L., Wolf, Steffen, Stock, Gerhard, Thoss, Michael

A novel mixed quantum-classical approach to simulating nonadiabatic dynamics of molecules at metal surfaces is presented. The method combines the numerically exact hierarchical equations of motion approach for the quantum electronic degrees of freedo

Externí odkaz: http://arxiv.org/abs/2402.13161

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