Protocol to predict mechanical properties of multi-element ceramics using machine learning Article Swipe
Yunqing Tang
,
Dong Zhang
,
Ruiliang Liu
,
Dongyang Li
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.1016/j.xpro.2022.101552
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.1016/j.xpro.2022.101552
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.xpro.2022.101552
- OA Status
- gold
- Cited By
- 3
- References
- 8
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4285792189
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4285792189Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1016/j.xpro.2022.101552Digital Object Identifier
- Title
-
Protocol to predict mechanical properties of multi-element ceramics using machine learningWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-07-18Full publication date if available
- Authors
-
Yunqing Tang, Dong Zhang, Ruiliang Liu, Dongyang LiList of authors in order
- Landing page
-
https://doi.org/10.1016/j.xpro.2022.101552Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1016/j.xpro.2022.101552Direct OA link when available
- Concepts
-
Workflow, Protocol (science), Computer science, Ceramic, Element (criminal law), Machine learning, Artificial intelligence, Materials science, Database, Composite material, Medicine, Political science, Law, Pathology, Alternative medicineTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
3Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 2, 2023: 1Per-year citation counts (last 5 years)
- References (count)
-
8Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4285792189 |
|---|---|
| doi | https://doi.org/10.1016/j.xpro.2022.101552 |
| ids.doi | https://doi.org/10.1016/j.xpro.2022.101552 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/35852942 |
| ids.openalex | https://openalex.org/W4285792189 |
| fwci | 0.36900466 |
| mesh[0].qualifier_ui | |
| mesh[0].descriptor_ui | D002516 |
| mesh[0].is_major_topic | True |
| mesh[0].qualifier_name | |
| mesh[0].descriptor_name | Ceramics |
| mesh[1].qualifier_ui | |
| mesh[1].descriptor_ui | D000069550 |
| mesh[1].is_major_topic | True |
| mesh[1].qualifier_name | |
| mesh[1].descriptor_name | Machine Learning |
| mesh[2].qualifier_ui | |
| mesh[2].descriptor_ui | D002516 |
| mesh[2].is_major_topic | True |
| mesh[2].qualifier_name | |
| mesh[2].descriptor_name | Ceramics |
| mesh[3].qualifier_ui | |
| mesh[3].descriptor_ui | D000069550 |
| mesh[3].is_major_topic | True |
| mesh[3].qualifier_name | |
| mesh[3].descriptor_name | Machine Learning |
| type | article |
| title | Protocol to predict mechanical properties of multi-element ceramics using machine learning |
| biblio.issue | 3 |
| biblio.volume | 3 |
| biblio.last_page | 101552 |
| biblio.first_page | 101552 |
| topics[0].id | https://openalex.org/T11948 |
| topics[0].field.id | https://openalex.org/fields/25 |
| topics[0].field.display_name | Materials Science |
| topics[0].score | 0.9991999864578247 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2505 |
| topics[0].subfield.display_name | Materials Chemistry |
| topics[0].display_name | Machine Learning in Materials Science |
| topics[1].id | https://openalex.org/T12099 |
| topics[1].field.id | https://openalex.org/fields/22 |
| topics[1].field.display_name | Engineering |
| topics[1].score | 0.9991000294685364 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2210 |
| topics[1].subfield.display_name | Mechanical Engineering |
| topics[1].display_name | Advanced materials and composites |
| topics[2].id | https://openalex.org/T11143 |
| topics[2].field.id | https://openalex.org/fields/22 |
| topics[2].field.display_name | Engineering |
| topics[2].score | 0.9962999820709229 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2210 |
| topics[2].subfield.display_name | Mechanical Engineering |
| topics[2].display_name | High Entropy Alloys Studies |
| is_xpac | False |
| apc_list.value | 168540 |
| apc_list.currency | JPY |
| apc_list.value_usd | 1500 |
| apc_paid.value | 168540 |
| apc_paid.currency | JPY |
| apc_paid.value_usd | 1500 |
| concepts[0].id | https://openalex.org/C177212765 |
| concepts[0].level | 2 |
| concepts[0].score | 0.8101136088371277 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q627335 |
| concepts[0].display_name | Workflow |
| concepts[1].id | https://openalex.org/C2780385302 |
| concepts[1].level | 3 |
| concepts[1].score | 0.6884426474571228 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q367158 |
| concepts[1].display_name | Protocol (science) |
| concepts[2].id | https://openalex.org/C41008148 |
| concepts[2].level | 0 |
| concepts[2].score | 0.6300631761550903 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[2].display_name | Computer science |
| concepts[3].id | https://openalex.org/C134132462 |
| concepts[3].level | 2 |
| concepts[3].score | 0.5586129426956177 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q45621 |
| concepts[3].display_name | Ceramic |
| concepts[4].id | https://openalex.org/C200288055 |
| concepts[4].level | 2 |
| concepts[4].score | 0.5496103763580322 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q2621792 |
| concepts[4].display_name | Element (criminal law) |
| concepts[5].id | https://openalex.org/C119857082 |
| concepts[5].level | 1 |
| concepts[5].score | 0.4580996334552765 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q2539 |
| concepts[5].display_name | Machine learning |
| concepts[6].id | https://openalex.org/C154945302 |
| concepts[6].level | 1 |
| concepts[6].score | 0.34646376967430115 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[6].display_name | Artificial intelligence |
| concepts[7].id | https://openalex.org/C192562407 |
| concepts[7].level | 0 |
| concepts[7].score | 0.23994037508964539 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q228736 |
| concepts[7].display_name | Materials science |
| concepts[8].id | https://openalex.org/C77088390 |
| concepts[8].level | 1 |
| concepts[8].score | 0.2025252878665924 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q8513 |
| concepts[8].display_name | Database |
| concepts[9].id | https://openalex.org/C159985019 |
| concepts[9].level | 1 |
| concepts[9].score | 0.10520961880683899 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q181790 |
| concepts[9].display_name | Composite material |
| concepts[10].id | https://openalex.org/C71924100 |
| concepts[10].level | 0 |
| concepts[10].score | 0.0 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[10].display_name | Medicine |
| concepts[11].id | https://openalex.org/C17744445 |
| concepts[11].level | 0 |
| concepts[11].score | 0.0 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q36442 |
| concepts[11].display_name | Political science |
| concepts[12].id | https://openalex.org/C199539241 |
| concepts[12].level | 1 |
| concepts[12].score | 0.0 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q7748 |
| concepts[12].display_name | Law |
| concepts[13].id | https://openalex.org/C142724271 |
| concepts[13].level | 1 |
| concepts[13].score | 0.0 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q7208 |
| concepts[13].display_name | Pathology |
| concepts[14].id | https://openalex.org/C204787440 |
| concepts[14].level | 2 |
| concepts[14].score | 0.0 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q188504 |
| concepts[14].display_name | Alternative medicine |
| keywords[0].id | https://openalex.org/keywords/workflow |
| keywords[0].score | 0.8101136088371277 |
| keywords[0].display_name | Workflow |
| keywords[1].id | https://openalex.org/keywords/protocol |
| keywords[1].score | 0.6884426474571228 |
| keywords[1].display_name | Protocol (science) |
| keywords[2].id | https://openalex.org/keywords/computer-science |
| keywords[2].score | 0.6300631761550903 |
| keywords[2].display_name | Computer science |
| keywords[3].id | https://openalex.org/keywords/ceramic |
| keywords[3].score | 0.5586129426956177 |
| keywords[3].display_name | Ceramic |
| keywords[4].id | https://openalex.org/keywords/element |
| keywords[4].score | 0.5496103763580322 |
| keywords[4].display_name | Element (criminal law) |
| keywords[5].id | https://openalex.org/keywords/machine-learning |
| keywords[5].score | 0.4580996334552765 |
| keywords[5].display_name | Machine learning |
| keywords[6].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[6].score | 0.34646376967430115 |
| keywords[6].display_name | Artificial intelligence |
| keywords[7].id | https://openalex.org/keywords/materials-science |
| keywords[7].score | 0.23994037508964539 |
| keywords[7].display_name | Materials science |
| keywords[8].id | https://openalex.org/keywords/database |
| keywords[8].score | 0.2025252878665924 |
| keywords[8].display_name | Database |
| keywords[9].id | https://openalex.org/keywords/composite-material |
| keywords[9].score | 0.10520961880683899 |
| keywords[9].display_name | Composite material |
| language | en |
| locations[0].id | doi:10.1016/j.xpro.2022.101552 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4210212477 |
| locations[0].source.issn | 2666-1667 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2666-1667 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | STAR Protocols |
| locations[0].source.host_organization | https://openalex.org/P4310320990 |
| locations[0].source.host_organization_name | Elsevier BV |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320990 |
| locations[0].source.host_organization_lineage_names | Elsevier BV |
| locations[0].license | cc-by-nc-nd |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by-nc-nd |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | STAR Protocols |
| locations[0].landing_page_url | https://doi.org/10.1016/j.xpro.2022.101552 |
| locations[1].id | pmid:35852942 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | STAR protocols |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/35852942 |
| locations[2].id | pmh:oai:doaj.org/article:6c9eaaa0d7544ac8ab5523538aa19b15 |
| locations[2].is_oa | False |
| locations[2].source.id | https://openalex.org/S4306401280 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[2].source.host_organization | |
| locations[2].source.host_organization_name | |
| locations[2].license | |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | article |
| locations[2].license_id | |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | STAR Protocols, Vol 3, Iss 3, Pp 101552- (2022) |
| locations[2].landing_page_url | https://doaj.org/article/6c9eaaa0d7544ac8ab5523538aa19b15 |
| locations[3].id | pmh:oai:pubmedcentral.nih.gov:9304642 |
| locations[3].is_oa | True |
| locations[3].source.id | https://openalex.org/S2764455111 |
| locations[3].source.issn | |
| locations[3].source.type | repository |
| locations[3].source.is_oa | False |
| locations[3].source.issn_l | |
| locations[3].source.is_core | False |
| locations[3].source.is_in_doaj | False |
| locations[3].source.display_name | PubMed Central |
| locations[3].source.host_organization | https://openalex.org/I1299303238 |
| locations[3].source.host_organization_name | National Institutes of Health |
| locations[3].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[3].license | other-oa |
| locations[3].pdf_url | |
| locations[3].version | submittedVersion |
| locations[3].raw_type | Text |
| locations[3].license_id | https://openalex.org/licenses/other-oa |
| locations[3].is_accepted | False |
| locations[3].is_published | False |
| locations[3].raw_source_name | STAR Protoc |
| locations[3].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/9304642 |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5042828487 |
| authorships[0].author.orcid | https://orcid.org/0000-0003-1836-8674 |
| authorships[0].author.display_name | Yunqing Tang |
| authorships[0].countries | CA |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I154425047 |
| authorships[0].affiliations[0].raw_affiliation_string | Department of Chemical & Materials Engineering, University of Alberta, Edmonton, AB T6G 2H5, Canada |
| authorships[0].institutions[0].id | https://openalex.org/I154425047 |
| authorships[0].institutions[0].ror | https://ror.org/0160cpw27 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I154425047 |
| authorships[0].institutions[0].country_code | CA |
| authorships[0].institutions[0].display_name | University of Alberta |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Yunqing Tang |
| authorships[0].is_corresponding | True |
| authorships[0].raw_affiliation_strings | Department of Chemical & Materials Engineering, University of Alberta, Edmonton, AB T6G 2H5, Canada |
| authorships[1].author.id | https://openalex.org/A5100366069 |
| authorships[1].author.orcid | https://orcid.org/0000-0001-7002-7661 |
| authorships[1].author.display_name | Dong Zhang |
| authorships[1].countries | CA |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I154425047 |
| authorships[1].affiliations[0].raw_affiliation_string | Department of Chemical & Materials Engineering, University of Alberta, Edmonton, AB T6G 2H5, Canada |
| authorships[1].institutions[0].id | https://openalex.org/I154425047 |
| authorships[1].institutions[0].ror | https://ror.org/0160cpw27 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I154425047 |
| authorships[1].institutions[0].country_code | CA |
| authorships[1].institutions[0].display_name | University of Alberta |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Dong Zhang |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Department of Chemical & Materials Engineering, University of Alberta, Edmonton, AB T6G 2H5, Canada |
| authorships[2].author.id | https://openalex.org/A5043259112 |
| authorships[2].author.orcid | https://orcid.org/0000-0001-9628-827X |
| authorships[2].author.display_name | Ruiliang Liu |
| authorships[2].countries | CA |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I154425047 |
| authorships[2].affiliations[0].raw_affiliation_string | Department of Chemical & Materials Engineering, University of Alberta, Edmonton, AB T6G 2H5, Canada |
| authorships[2].institutions[0].id | https://openalex.org/I154425047 |
| authorships[2].institutions[0].ror | https://ror.org/0160cpw27 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I154425047 |
| authorships[2].institutions[0].country_code | CA |
| authorships[2].institutions[0].display_name | University of Alberta |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Ruiliang Liu |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Department of Chemical & Materials Engineering, University of Alberta, Edmonton, AB T6G 2H5, Canada |
| authorships[3].author.id | https://openalex.org/A5100459322 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-6285-2968 |
| authorships[3].author.display_name | Dongyang Li |
| authorships[3].countries | CA |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I154425047 |
| authorships[3].affiliations[0].raw_affiliation_string | Department of Chemical & Materials Engineering, University of Alberta, Edmonton, AB T6G 2H5, Canada |
| authorships[3].institutions[0].id | https://openalex.org/I154425047 |
| authorships[3].institutions[0].ror | https://ror.org/0160cpw27 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I154425047 |
| authorships[3].institutions[0].country_code | CA |
| authorships[3].institutions[0].display_name | University of Alberta |
| authorships[3].author_position | last |
| authorships[3].raw_author_name | Dongyang Li |
| authorships[3].is_corresponding | True |
| authorships[3].raw_affiliation_strings | Department of Chemical & Materials Engineering, University of Alberta, Edmonton, AB T6G 2H5, Canada |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.1016/j.xpro.2022.101552 |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Protocol to predict mechanical properties of multi-element ceramics using machine learning |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T11948 |
| primary_topic.field.id | https://openalex.org/fields/25 |
| primary_topic.field.display_name | Materials Science |
| primary_topic.score | 0.9991999864578247 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2505 |
| primary_topic.subfield.display_name | Materials Chemistry |
| primary_topic.display_name | Machine Learning in Materials Science |
| related_works | https://openalex.org/W1981780420, https://openalex.org/W2182707996, https://openalex.org/W45233828, https://openalex.org/W2964988449, https://openalex.org/W188202134, https://openalex.org/W2397952901, https://openalex.org/W2029380707, https://openalex.org/W4255934811, https://openalex.org/W2465382974, https://openalex.org/W2010229520 |
| cited_by_count | 3 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 2 |
| counts_by_year[1].year | 2023 |
| counts_by_year[1].cited_by_count | 1 |
| locations_count | 4 |
| best_oa_location.id | doi:10.1016/j.xpro.2022.101552 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4210212477 |
| best_oa_location.source.issn | 2666-1667 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2666-1667 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | STAR Protocols |
| best_oa_location.source.host_organization | https://openalex.org/P4310320990 |
| best_oa_location.source.host_organization_name | Elsevier BV |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| best_oa_location.source.host_organization_lineage_names | Elsevier BV |
| best_oa_location.license | cc-by-nc-nd |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | STAR Protocols |
| best_oa_location.landing_page_url | https://doi.org/10.1016/j.xpro.2022.101552 |
| primary_location.id | doi:10.1016/j.xpro.2022.101552 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4210212477 |
| primary_location.source.issn | 2666-1667 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2666-1667 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | STAR Protocols |
| primary_location.source.host_organization | https://openalex.org/P4310320990 |
| primary_location.source.host_organization_name | Elsevier BV |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| primary_location.source.host_organization_lineage_names | Elsevier BV |
| primary_location.license | cc-by-nc-nd |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | STAR Protocols |
| primary_location.landing_page_url | https://doi.org/10.1016/j.xpro.2022.101552 |
| publication_date | 2022-07-18 |
| publication_year | 2022 |
| referenced_works | https://openalex.org/W2163704778, https://openalex.org/W1984003326, https://openalex.org/W3023659252, https://openalex.org/W2341002069, https://openalex.org/W2803196437, https://openalex.org/W2073531811, https://openalex.org/W3208955825, https://openalex.org/W4205977216 |
| referenced_works_count | 8 |
| abstract_inverted_index | |
| cited_by_percentile_year.max | 97 |
| cited_by_percentile_year.min | 89 |
| corresponding_author_ids | https://openalex.org/A5100459322, https://openalex.org/A5042828487 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 4 |
| corresponding_institution_ids | https://openalex.org/I154425047 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/9 |
| sustainable_development_goals[0].score | 0.6000000238418579 |
| sustainable_development_goals[0].display_name | Industry, innovation and infrastructure |
| citation_normalized_percentile.value | 0.44431909 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |