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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Sherif Hassan Abd Elglil Bahram

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#diffusion models Open access Sep 2026

SDPM: Structural Dynamic Pattern Mapping Framework — A Methodological Approach to Conditional Structural Foresight

This paper presents a conceptual and methodological framework for long-horizon structural foresight of techno-social systems, formulated as a conditional projection rather than a deterministic calendar forecast. The framework treats the period 1926–2000 as training data to extract three dynamic laws—wave superposition...

Sherif Hassan Abd Elglil Bahram · 0 citations
#diffusion models Open access Sep 2026

SDPM: Structural Dynamic Pattern Mapping Framework — A Methodological Approach to Conditional Structural Foresight

This paper presents a conceptual and methodological framework for long-horizon structural foresight of techno-social systems, formulated as a conditional projection rather than a deterministic calendar forecast. The framework treats the period 1926–2000 as training data to extract three dynamic laws—wave superposition...

Sherif Hassan Abd Elglil Bahram · 0 citations

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