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V. Ramanathan

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Preprint Aug 2026

Learning constructive models of emergent systems

Emergent systems - systems with multiscale interactions - arise through iteration than forward design, leaving principles for building them under-explored. Current artificial intelligence architectures, while useful for generation, provide no logic for construction. Inspired by statistical phylogenetics, we show that i...

Bipul Pandey, C. Proctor, V. Ramanathan et al. · 0 citations

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