12,445 papers · continuously updated · last export: 10 Aug 2026livingmeta.ai
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Research method

Design Science

The Design Science method comprises 1,576 papers in this corpus published between 1982 and 2026.

Themes covered

  • RAG for Research340 (22%)
  • AI-Assisted Discovery249 (16%)
  • Responsible AI Use166 (11%)
  • Hallucination Control94 (6%)
  • Evaluation & Benchmarks84 (5%)
  • AI Literacy Training80 (5%)

Research domains

  • Literature Discovery226 (14%)
  • Knowledge Synthesis213 (14%)
  • Data Analysis212 (13%)
  • Scholarly Infrastructure203 (13%)
  • Research Integrity155 (10%)
  • Human-AI Collaboration133 (8%)

Frequent sub-topics

computational event coreference and media framing analysis using NLP · 1data preparation pipeline with semantic enrichment for data quality and bias mitigation · 1LLM-enabled transcriptomics data retrieval and gene discovery automation · 1governance-oriented RAG for policy automation · 1Explainable machine learning for predictive modeling · 1Automated research gap identification using embeddings and LLMs in systematic literature reviews · 1governance-by-design framework for agentic AI in enterprise workflows · 1privacy risk management in AI-enabled projects · 1

Representative papers

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