📚 Semantic Scholar Search Scraper This actor allows you to scrape academic papers from Semantic Scholar by providing a search keyword. It automatically handles pagination and extracts comprehensive research paper information including titles, authors, citations, abstracts, publication details, and more. ## Features - Keyword-based Search: Extract academic papers by providing search keywords or phrases - Automatic Pagination: Automatically scrolls and loads more papers until reaching the end or max items limit - Comprehensive Research Data: Extract detailed information about each paper including: - Paper title and abstract - Author information - Publication year and venue - Citation counts and influential citation metrics - Paper IDs (Semantic Scholar, DOI, ArXiv, PubMed, etc.) - Field of study classifications - TL;DR summaries (when available) ## Input Parameters | Field | Type | Required | Description | |---------------------|---------|----------|--------------------------------------------------| | keyword | string | Yes | Keyword or phrase to search for | | maxItems | integer | No | Maximum number of papers to fetch (default: 100) | | proxyConfiguration| object | No | Proxy settings for the crawler | ## Output The output is a list of research paper objects, each containing: - keyword: The search keyword used - paperId: Semantic Scholar unique paper ID - title: Title of the research paper - abstract: Abstract/summary of the paper - year: Publication year - citationCount: Number of citations - influentialCitationCount: Number of influential citations - authors: List of authors with their information - venue: Publication venue (journal/conference) - publicationVenue: Detailed publication venue information - publicationTypes: Types of publication (e.g., JournalArticle, Conference) - fieldsOfStudy: Academic fields the paper belongs to - s2FieldsOfStudy: Semantic Scholar's field classifications - publicationDate: Full publication date - journal: Journal information (name, volume, pages) - externalIds: External identifiers (DOI, ArXiv, PubMed, etc.) - url: Link to the paper on Semantic Scholar - openAccessPdf: Link to open access PDF (if available) - tldr: Auto-generated summary (if available) - isOpenAccess: Whether the paper is open access - referenceCount: Number of references in the paper Example output: json [ { "keyword": "Thermal Expansion", "id": "63eb900de0254e938fdadca38cfa1a1102f14e15", "corpusId": 232198276, "title": { "text": "Thermal-expansion offset for high-performance fuel cell cathodes", "fragments": [ { "start": 0, "end": 7 }, { "start": 8, "end": 17 } ] }, "slug": "Thermal-expansion-offset-for-high-performance-fuel-Zhang-Chen", "paperAbstract": { "text": "One challenge for the commercial development of solid oxide fuel cells as efficient energy-conversion devices is thermo-mechanical instability. Large internal-strain gradients caused by the mismatch in thermal expansion behaviour between different fuel cell components are the main cause of this instability, which can lead to cell degradation, delamination or fracture1–4. Here we demonstrate an approach to realizing full thermo-mechanical compatibility between the cathode and other cell components by introducing a thermal-expansion offset. We use reactive sintering to combine a cobalt-based perovskite with high electrochemical activity and large thermal-expansion coefficient with a negative-thermal-expansion material, thus forming a composite electrode with a thermal-expansion behaviour that is well matched to that of the electrolyte. A new interphase is formed because of the limited reaction between the two materials in the composite during the calcination process, which also creates A-site deficiencies in the perovskite. As a result, the composite shows both high activity and excellent stability. The introduction of reactive negative-thermal-expansion components may provide a general strategy for the development of fully compatible and highly active electrodes for solid oxide fuel cells. Highly active but durable perovskite-based solid oxide fuel cell cathodes are realized using a thermal-expansion offset, achieving full thermo-mechanical compatibility between the cathode and other cell components.", "fragments": [ { "start": 202, "end": 209 }, { "start": 210, "end": 219 }, { "start": 519, "end": 526 }, { "start": 527, "end": 536 }, { "start": 653, "end": 660 }, { "start": 661, "end": 670 }, { "start": 699, "end": 706 }, { "start": 707, "end": 716 }, { "start": 769, "end": 776 }, { "start": 777, "end": 786 }, { "start": 1153, "end": 1160 }, { "start": 1161, "end": 1170 }, { "start": 1405, "end": 1412 }, { "start": 1413, "end": 1422 } ] }, "paperAbstractTruncated": "One challenge for the commercial development of solid oxide fuel cells as efficient energy-conversion devices is thermo-...", "tldr": { "text": "An approach to realizing full thermo-mechanical compatibility between the cathode and other cell components by introducing a thermal-expansion offset is demonstrated and the introduction of reactive negative-thermal-exp expansion components may provide a general strategy for the development of fully compatible and highly active electrodes for solid oxide fuel cells.", "abstractSimilarityScore": 43 }, "authors": [ [ { "name": "Yichao Zhang", "ids": [ "48379874" ], "slug": "Yichao-Zhang", "structuredName": { "firstName": "Yichao", "middleNames": [], "lastName": "Zhang" }, "bitmap$0": false }, { "text": "Yichao Zhang", "fragments": [] } ], [ { "name": "Bin Chen", "ids": [ "1733918331" ], "slug": "Bin-Chen", "structuredName": { "firstName": "Bin", "middleNames": [], "lastName": "Chen" }, "bitmap$0": false }, { "text": "Bin Chen", "fragments": [] } ], [ { "name": "Daqin Guan", "ids": [ "19204144" ], "slug": "Daqin-Guan", "structuredName": { "firstName": "Daqin", "middleNames": [], "lastName": "Guan" }, "bitmap$0": false }, { "text": "Daqin Guan", "fragments": [] } ], [ { "name": "Meigui Xu", "ids": [ "73677979" ], "slug": "Meigui-Xu", "structuredName": { "firstName": "Meigui", "middleNames": [], "lastName": "Xu" }, "bitmap$0": false }, { "text": "Meigui Xu", "fragments": [] } ], [ { "name": "R. Ran", "ids": [ "6994367" ], "slug": "R.-Ran", "structuredName": { "firstName": "Ran", "middleNames": [], "lastName": "Ran" }, "bitmap$0": false }, { "text": "R. Ran", "fragments": [] } ], [ { "name": "M. Ni", "ids": [ "40438535" ], "slug": "M.-Ni", "structuredName": { "firstName": "Meng", "middleNames": [], "lastName": "Ni" }, "bitmap$0": false }, { "text": "M. Ni", "fragments": [] } ], [ { "name": "Wei Zhou", "ids": [ "2004812148" ], "slug": "Wei-Zhou", "structuredName": { "firstName": "Wei", "middleNames": [], "lastName": "Zhou" }, "bitmap$0": false }, { "text": "Wei Zhou", "fragments": [] } ], [ { "name": "R. O'Hayre", "ids": [ "1398376191" ], "slug": "R.-O'Hayre", "structuredName": { "firstName": "Ryan", "middleNames": [ "P." ], "lastName": "O'Hayre" }, "bitmap$0": false }, { "text": "R. O'Hayre", "fragments": [] } ], [ { "name": "Zongping Shao", "ids": [ "5935089" ], "slug": "Zongping-Shao", "structuredName": { "firstName": "Zongping", "middleNames": [], "lastName": "Shao" }, "bitmap$0": false }, { "text": "Zongping Shao", "fragments": [] } ] ], "structuredAuthors": [ { "firstName": "Yichao", "middleNames": [], "lastName": "Zhang" }, { "firstName": "Bin", "middleNames": [], "lastName": "Chen" }, { "firstName": "Daqin", "middleNames": [], "lastName": "Guan" }, { "firstName": "Meigui", "middleNames": [], "lastName": "Xu" }, { "firstName": "Ran", "middleNames": [], "lastName": "Ran" }, { "firstName": "Meng", "middleNames": [], "lastName": "Ni" }, { "firstName": "Wei", "middleNames": [], "lastName": "Zhou" }, { "firstName": "Ryan", "middleNames": [ "P." ], "lastName": "O'Hayre" }, { "firstName": "Zongping", "middleNames": [], "lastName": "Shao" } ], "year": { "text": "2021", "fragments": [] }, "venue": { "text": "Nature", "fragments": [] }, "venueId": "6c24a0a0-b07d-4d7b-a19b-fd09a3ed453a", "citationContexts": [], "citationStats": { "citedByBuckets": [ { "startKey": 2021, "endKey": 2021, "count": 45 }, { "startKey": 2022, "endKey": 2022, "count": 101 }, { "startKey": 2023, "endKey": 2023, "count": 88 }, { "startKey": 2024, "endKey": 2024, "count": 111 }, { "startKey": 2025, "endKey": 2025, "count": 106 } ], "keyCitedByBuckets": [], "numCitations": 455, "estNumCitations": 9263.619436843981, "numReferences": 56, "numKeyCitations": 1, "numKeyReferences": 0, "numViewableReferences": 56, "keyCitationRate": 0.002197802197802198, "citationVelocity": 101.66666666666667, "citationAcceleration": -0.04504504504504504, "firstCitationVelocityYear": 2023, "lastCitationVelocityYear": 2025 }, "earliestAcquisitionsDate": 1615529764.601375, "journal": { "name": "Nature", "volume": "591", "pages": "246 - 251" }, "doiInfo": { "doi": "10.1038/s41586-021-03264-1", "doiUrl": "https://doi.org/10.1038/s41586-021-03264-1" }, "links": [ { "url": "https://doi.org/10.1038/s41586-021-03264-1", "linkType": "publisher", "publisherName": "Springer Nature" } ], "primaryPaperLink": { "url": "https://doi.org/10.1038/s41586-021-03264-1", "linkType": "publisher", "publisherName": "Springer Nature" }, "alternatePaperLinks": [ { "url": "https://www.ncbi.nlm.nih.gov/pubmed/33692558", "linkType": "medline" } ], "entities": [], "entityRelations": [], "faqs": [], "scorecardStats": [ { "typeKey": "cited_by", "citationCount": 455, "keyCitationCount": 1, "score": 10 } ], "fieldsOfStudy": [ "Engineering", "Materials Science" ], "pubDate": "2021-03-01", "pubUpdateDate": "2021-03-10", "publisher": { "name": "Nature Publishing Group UK" }, "badges": [], "isPdfVisible": false, "cues": {} }, ... ] ## Use Cases - Academic Research: Find relevant papers for literature reviews and research - Citation Analysis: Track paper citations and influence metrics - Trend Analysis: Identify research trends and emerging topics - Researcher Discovery: Find experts and authors in specific fields - Publication Monitoring: Monitor new publications in your field of interest - Data Collection: Build datasets for bibliometric analysis - Knowledge Graph Construction: Extract structured data for academic knowledge bases --- Start exploring academic research on Semantic Scholar today!