Datasets:
ArXiv:
License:
File size: 2,490 Bytes
f021e63 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 | {
"summary": {
"query": "maths science and friction",
"total_papers": 20,
"unique_sources": 2,
"year_range": {
"min": 2023,
"max": 2025
},
"citation_summary": {
"total": 9,
"average": 3.0
},
"top_source": "semantic_scholar",
"papers_with_pdf": 18,
"papers_with_doi": 10,
"processing_steps": 2
},
"insights": [
{
"type": "trend",
"title": "Publication Trend",
"message": "Most papers (11) are from 2025",
"data": {
"year": 2025,
"count": 11
}
},
{
"type": "source",
"title": "Primary Source",
"message": "semantic_scholar contributes 10 papers (50%)",
"data": {
"source": "semantic_scholar",
"count": 10
}
},
{
"type": "author",
"title": "Prolific Author",
"message": "Advances in Materials Science and Engineering has 7 papers in this collection",
"data": {
"author": "Advances in Materials Science and Engineering",
"count": 7
}
},
{
"type": "citation",
"title": "Most Cited Paper",
"message": "\"Friction by Machine: How to Slow Down Reasoning with Computational Methods...\" has 7 citations",
"data": {
"title": "Friction by Machine: How to Slow Down Reasoning with Computational Methods",
"citations": 7
}
},
{
"type": "keywords",
"title": "Hot Topics",
"message": "Top keywords: friction, retracted, stir, welding, optimization",
"data": {
"keywords": {
"friction": 9,
"retracted": 7,
"stir": 7,
"welding": 6,
"optimization": 4
}
}
},
{
"type": "availability",
"title": "Open Access",
"message": "18/20 papers (90%) have direct PDF links",
"data": {
"with_pdf": 18,
"total": 20
}
}
],
"key_findings": [
"Found 20 papers related to 'maths science and friction'",
"Papers collected from 2 sources: semantic_scholar, arxiv",
"Publication years range from 2023 to 2025",
"Total citations: 9, Average: 3",
"Leading researchers: Advances in Materials Science and Engineering, E. Nordhagen, H. A. Sveinsson"
],
"metadata": {
"query": "maths science and friction",
"total_steps": 2,
"last_updated": "2026-01-02T02:29:08.896777",
"started_at": "2026-01-02T02:28:16.723278",
"total_papers": 20
}
} |