SMILE v4.0: The Universal Methodology That Turns Any Project Into a Continuously Learning Digital Twin

Definitive SMILE methodology paper v4.0. Six phases, four perspectives (People/Systems/Planet/AI), AEST temporal architecture, NUDEDA maturity lens, SPIN questioning, Zoom-Anchor-AEST interaction model, 20 benefits, Iansiti ecosystem theory, Ward and Daniel benefits management, DTC CPT framework correspondence, Crucible verification, cave/boundary object thesis, real-fictional dynamic, sensory fidelity scale, INSPIRE spatial anchoring. Working paper and corpus anchor for 40 articles.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-21
DOI
https://doi.org/10.5281/zenodo.19683061
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
0.00
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article

SMILE v4.0: The Universal Methodology That Turns Any Project Into a Continuously Learning Digital Twin

Nicolas Waern
Zenodo (CERN European Organization for Nuclear Research)
Digital Transformation in Industry
article

SMILE v4.0: The Universal Methodology That Turns Any Project Into a Continuously Learning Digital Twin

Nicolas Waern
article en

Abstract

Definitive SMILE methodology paper v4.0. Six phases, four perspectives (People/Systems/Planet/AI), AEST temporal architecture, NUDEDA maturity lens, SPIN questioning, Zoom-Anchor-AEST interaction model, 20 benefits, Iansiti ecosystem theory, Ward and Daniel benefits management, DTC CPT framework correspondence, Crucible verification, cave/boundary object thesis, real-fictional dynamic, sensory fidelity scale, INSPIRE spatial anchoring. Working paper and corpus anchor for 40 articles.

Zenodo (CERN European Organization for Nuclear Research)
Association of British Orchestras (GB)
Life in Land
Openalex Percentile: Top 6%
Digital Transformation in Industry
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