The topology of synergy: Linking topological and information-theoretic approaches to higher-order interactions in complex systems. [PDF]
Varley TF +3 more
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Artificial intelligence as a surrogate brain: bridging neural dynamical models and data. [PDF]
Zhang Y +8 more
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Structural Exploration and Expected values of Topological Indices of Square-Hexagonal <i>T</i> <sub>2,3</sub> Kink Chains for Advanced Engineering Applications. [PDF]
Kanwal S, Khalil M, Razzaque A.
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Tight Bounds Between the Jensen-Shannon Divergence and the Minmax Divergence. [PDF]
Akopyan A +3 more
europepmc +1 more source
The cell as a token: high-dimensional geometry in language models and cell embeddings. [PDF]
Gilpin W.
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Beyond metaphor: quantitative reconstruction of Waddington landscape and exploration of cellular behavior. [PDF]
Han Y, Chen B, Zhang J, Shang X.
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A Sharp Deconfinement Transition for Potts Lattice Gauge Theory in Codimension Two. [PDF]
Duncan P, Schweinhart B.
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Intelligent decision-making for mine ventilation systems based on graph neural network and deep reinforcement learning fusion. [PDF]
Zhang K, Yang X, Li H.
europepmc +1 more source
Research on Joint Game-Theoretic Modeling of Network Attack and Defense Under Incomplete Information. [PDF]
Wang Y, Liu X, Yu X.
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