{
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  "affiliations": [
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      "name": "Waqar Ahmed"
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      "name": "Zia Bashir"
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  "doi": "10.1007/s11571-026-10575-4",
  "fulltext_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC13719922/",
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  "pmcid": "PMC13719922",
  "pmid": "42964309",
  "published": "2026-10-29",
  "publisher": "Springer",
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  "title": "Structure-Aware Mapping with Dynamical Sources for Informer Weight Initialization in Time-Series Forecasting",
  "title_text": "Structure-Aware Mapping with Dynamical Sources for Informer Weight Initialization in Time-Series Forecasting",
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  "url": "https://research.draconitic.com/paper/82zzx0e8n71gb",
  "venue": "Cognitive Neurodynamics",
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