Machine learning to predict phase transformation products and their morphologies – Application in design of lean high strength steel Article Swipe
Yang Cao
,
Chengde Zhang
,
Shuai Tang
,
Siwei Wu
,
Xiaoguang Zhou
,
Guangming Cao
,
Luogen Deng
,
Houxin Wang
,
Peter Hedström
,
Zhenyu Liu
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1016/j.matdes.2025.114642
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1016/j.matdes.2025.114642
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.matdes.2025.114642
- OA Status
- gold
- Cited By
- 1
- References
- 53
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4413997060
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4413997060Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1016/j.matdes.2025.114642Digital Object Identifier
- Title
-
Machine learning to predict phase transformation products and their morphologies – Application in design of lean high strength steelWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-09-04Full publication date if available
- Authors
-
Yang Cao, Chengde Zhang, Shuai Tang, Siwei Wu, Xiaoguang Zhou, Guangming Cao, Luogen Deng, Houxin Wang, Peter Hedström, Zhenyu LiuList of authors in order
- Landing page
-
https://doi.org/10.1016/j.matdes.2025.114642Publisher 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.matdes.2025.114642Direct OA link when available
- Concepts
-
Materials science, Transformation (genetics), Phase (matter), Manufacturing engineering, Metallurgy, Mechanical engineering, Engineering drawing, Process engineering, Engineering, Biochemistry, Organic chemistry, Chemistry, GeneTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 1Per-year citation counts (last 5 years)
- References (count)
-
53Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4413997060 |
|---|---|
| doi | https://doi.org/10.1016/j.matdes.2025.114642 |
| ids.doi | https://doi.org/10.1016/j.matdes.2025.114642 |
| ids.openalex | https://openalex.org/W4413997060 |
| fwci | 2.157798 |
| type | article |
| title | Machine learning to predict phase transformation products and their morphologies – Application in design of lean high strength steel |
| biblio.issue | |
| biblio.volume | 258 |
| biblio.last_page | 114642 |
| biblio.first_page | 114642 |
| topics[0].id | https://openalex.org/T10386 |
| topics[0].field.id | https://openalex.org/fields/22 |
| topics[0].field.display_name | Engineering |
| topics[0].score | 0.9998999834060669 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2210 |
| topics[0].subfield.display_name | Mechanical Engineering |
| topics[0].display_name | Microstructure and Mechanical Properties of Steels |
| topics[1].id | https://openalex.org/T11201 |
| topics[1].field.id | https://openalex.org/fields/22 |
| topics[1].field.display_name | Engineering |
| topics[1].score | 0.9994000196456909 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2211 |
| topics[1].subfield.display_name | Mechanics of Materials |
| topics[1].display_name | Metallurgy and Material Forming |
| topics[2].id | https://openalex.org/T10834 |
| topics[2].field.id | https://openalex.org/fields/22 |
| topics[2].field.display_name | Engineering |
| topics[2].score | 0.9969000220298767 |
| 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 | Welding Techniques and Residual Stresses |
| is_xpac | False |
| apc_list.value | 2000 |
| apc_list.currency | USD |
| apc_list.value_usd | 2000 |
| apc_paid.value | 2000 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 2000 |
| concepts[0].id | https://openalex.org/C192562407 |
| concepts[0].level | 0 |
| concepts[0].score | 0.8718253374099731 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q228736 |
| concepts[0].display_name | Materials science |
| concepts[1].id | https://openalex.org/C204241405 |
| concepts[1].level | 3 |
| concepts[1].score | 0.6634966731071472 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q461499 |
| concepts[1].display_name | Transformation (genetics) |
| concepts[2].id | https://openalex.org/C44280652 |
| concepts[2].level | 2 |
| concepts[2].score | 0.562080979347229 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q104837 |
| concepts[2].display_name | Phase (matter) |
| concepts[3].id | https://openalex.org/C117671659 |
| concepts[3].level | 1 |
| concepts[3].score | 0.45683783292770386 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q11049265 |
| concepts[3].display_name | Manufacturing engineering |
| concepts[4].id | https://openalex.org/C191897082 |
| concepts[4].level | 1 |
| concepts[4].score | 0.3709307610988617 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q11467 |
| concepts[4].display_name | Metallurgy |
| concepts[5].id | https://openalex.org/C78519656 |
| concepts[5].level | 1 |
| concepts[5].score | 0.3599938750267029 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q101333 |
| concepts[5].display_name | Mechanical engineering |
| concepts[6].id | https://openalex.org/C199639397 |
| concepts[6].level | 1 |
| concepts[6].score | 0.34167176485061646 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q1788588 |
| concepts[6].display_name | Engineering drawing |
| concepts[7].id | https://openalex.org/C21880701 |
| concepts[7].level | 1 |
| concepts[7].score | 0.3223995268344879 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q2144042 |
| concepts[7].display_name | Process engineering |
| concepts[8].id | https://openalex.org/C127413603 |
| concepts[8].level | 0 |
| concepts[8].score | 0.13405147194862366 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[8].display_name | Engineering |
| concepts[9].id | https://openalex.org/C55493867 |
| concepts[9].level | 1 |
| concepts[9].score | 0.0 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q7094 |
| concepts[9].display_name | Biochemistry |
| concepts[10].id | https://openalex.org/C178790620 |
| concepts[10].level | 1 |
| concepts[10].score | 0.0 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q11351 |
| concepts[10].display_name | Organic chemistry |
| concepts[11].id | https://openalex.org/C185592680 |
| concepts[11].level | 0 |
| concepts[11].score | 0.0 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q2329 |
| concepts[11].display_name | Chemistry |
| concepts[12].id | https://openalex.org/C104317684 |
| concepts[12].level | 2 |
| concepts[12].score | 0.0 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q7187 |
| concepts[12].display_name | Gene |
| keywords[0].id | https://openalex.org/keywords/materials-science |
| keywords[0].score | 0.8718253374099731 |
| keywords[0].display_name | Materials science |
| keywords[1].id | https://openalex.org/keywords/transformation |
| keywords[1].score | 0.6634966731071472 |
| keywords[1].display_name | Transformation (genetics) |
| keywords[2].id | https://openalex.org/keywords/phase |
| keywords[2].score | 0.562080979347229 |
| keywords[2].display_name | Phase (matter) |
| keywords[3].id | https://openalex.org/keywords/manufacturing-engineering |
| keywords[3].score | 0.45683783292770386 |
| keywords[3].display_name | Manufacturing engineering |
| keywords[4].id | https://openalex.org/keywords/metallurgy |
| keywords[4].score | 0.3709307610988617 |
| keywords[4].display_name | Metallurgy |
| keywords[5].id | https://openalex.org/keywords/mechanical-engineering |
| keywords[5].score | 0.3599938750267029 |
| keywords[5].display_name | Mechanical engineering |
| keywords[6].id | https://openalex.org/keywords/engineering-drawing |
| keywords[6].score | 0.34167176485061646 |
| keywords[6].display_name | Engineering drawing |
| keywords[7].id | https://openalex.org/keywords/process-engineering |
| keywords[7].score | 0.3223995268344879 |
| keywords[7].display_name | Process engineering |
| keywords[8].id | https://openalex.org/keywords/engineering |
| keywords[8].score | 0.13405147194862366 |
| keywords[8].display_name | Engineering |
| language | en |
| locations[0].id | doi:10.1016/j.matdes.2025.114642 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S8792693 |
| locations[0].source.issn | 0264-1275, 1873-4197 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 0264-1275 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Materials & Design |
| 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 |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Materials & Design |
| locations[0].landing_page_url | https://doi.org/10.1016/j.matdes.2025.114642 |
| indexed_in | crossref, doaj |
| authorships[0].author.id | https://openalex.org/A5100868596 |
| authorships[0].author.orcid | https://orcid.org/0009-0006-5235-390X |
| authorships[0].author.display_name | Yang Cao |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Yang Cao |
| authorships[0].is_corresponding | False |
| authorships[1].author.id | https://openalex.org/A5087895875 |
| authorships[1].author.orcid | https://orcid.org/0000-0003-2246-4976 |
| authorships[1].author.display_name | Chengde Zhang |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Chengde Zhang |
| authorships[1].is_corresponding | False |
| authorships[2].author.id | https://openalex.org/A5042444160 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-6153-1003 |
| authorships[2].author.display_name | Shuai Tang |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Shuai Tang |
| authorships[2].is_corresponding | False |
| authorships[3].author.id | https://openalex.org/A5100682226 |
| authorships[3].author.orcid | |
| authorships[3].author.display_name | Siwei Wu |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Siwei Wu |
| authorships[3].is_corresponding | False |
| authorships[4].author.id | https://openalex.org/A5063384163 |
| authorships[4].author.orcid | https://orcid.org/0000-0003-3025-8830 |
| authorships[4].author.display_name | Xiaoguang Zhou |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Xiaoguang Zhou |
| authorships[4].is_corresponding | False |
| authorships[5].author.id | https://openalex.org/A5050433991 |
| authorships[5].author.orcid | https://orcid.org/0000-0001-6353-135X |
| authorships[5].author.display_name | Guangming Cao |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Guangming Cao |
| authorships[5].is_corresponding | False |
| authorships[6].author.id | https://openalex.org/A5029133402 |
| authorships[6].author.orcid | https://orcid.org/0000-0002-8780-1550 |
| authorships[6].author.display_name | Luogen Deng |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Deng Luo |
| authorships[6].is_corresponding | False |
| authorships[7].author.id | https://openalex.org/A5062919275 |
| authorships[7].author.orcid | |
| authorships[7].author.display_name | Houxin Wang |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Houxin Wang |
| authorships[7].is_corresponding | False |
| authorships[8].author.id | https://openalex.org/A5085328799 |
| authorships[8].author.orcid | https://orcid.org/0000-0003-1102-4342 |
| authorships[8].author.display_name | Peter Hedström |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Peter Hedström |
| authorships[8].is_corresponding | False |
| authorships[9].author.id | https://openalex.org/A5100405170 |
| authorships[9].author.orcid | https://orcid.org/0000-0002-2734-9216 |
| authorships[9].author.display_name | Zhenyu Liu |
| authorships[9].author_position | last |
| authorships[9].raw_author_name | Zhenyu Liu |
| authorships[9].is_corresponding | False |
| 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.matdes.2025.114642 |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Machine learning to predict phase transformation products and their morphologies – Application in design of lean high strength steel |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10386 |
| primary_topic.field.id | https://openalex.org/fields/22 |
| primary_topic.field.display_name | Engineering |
| primary_topic.score | 0.9998999834060669 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2210 |
| primary_topic.subfield.display_name | Mechanical Engineering |
| primary_topic.display_name | Microstructure and Mechanical Properties of Steels |
| related_works | https://openalex.org/W2353644209, https://openalex.org/W2593663830, https://openalex.org/W2348743188, https://openalex.org/W2902317490, https://openalex.org/W2463239216, https://openalex.org/W4387423451, https://openalex.org/W2025460258, https://openalex.org/W2046628353, https://openalex.org/W2352907693, https://openalex.org/W2023343892 |
| cited_by_count | 1 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 1 |
| locations_count | 1 |
| best_oa_location.id | doi:10.1016/j.matdes.2025.114642 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S8792693 |
| best_oa_location.source.issn | 0264-1275, 1873-4197 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 0264-1275 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Materials & Design |
| 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 |
| 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 |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Materials & Design |
| best_oa_location.landing_page_url | https://doi.org/10.1016/j.matdes.2025.114642 |
| primary_location.id | doi:10.1016/j.matdes.2025.114642 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S8792693 |
| primary_location.source.issn | 0264-1275, 1873-4197 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 0264-1275 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Materials & Design |
| 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 |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Materials & Design |
| primary_location.landing_page_url | https://doi.org/10.1016/j.matdes.2025.114642 |
| publication_date | 2025-09-04 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W2067155642, https://openalex.org/W4200174789, https://openalex.org/W3164313360, https://openalex.org/W4386007193, https://openalex.org/W2047577135, https://openalex.org/W2055389445, https://openalex.org/W4313215850, https://openalex.org/W2047137892, https://openalex.org/W2091563452, https://openalex.org/W2890301252, https://openalex.org/W2767224097, https://openalex.org/W2996923504, https://openalex.org/W2055175990, https://openalex.org/W4384406722, https://openalex.org/W4380357951, https://openalex.org/W4292939530, https://openalex.org/W3207384359, https://openalex.org/W2999155579, https://openalex.org/W2974401757, https://openalex.org/W3005844393, https://openalex.org/W2895720181, https://openalex.org/W4396745422, https://openalex.org/W2055225808, https://openalex.org/W2094550509, https://openalex.org/W2005908092, https://openalex.org/W2334199206, https://openalex.org/W4400858915, https://openalex.org/W2044630440, https://openalex.org/W2063814083, https://openalex.org/W2176515435, https://openalex.org/W2008224224, https://openalex.org/W2567014950, https://openalex.org/W2066369458, https://openalex.org/W2002846490, https://openalex.org/W4387129917, https://openalex.org/W4390395121, https://openalex.org/W2014087510, https://openalex.org/W4403979765, https://openalex.org/W4399269404, https://openalex.org/W2010334065, https://openalex.org/W4366161246, https://openalex.org/W3005054618, https://openalex.org/W2144605882, https://openalex.org/W2900680645, https://openalex.org/W2000363692, https://openalex.org/W1991000308, https://openalex.org/W2033327909, https://openalex.org/W2013671970, https://openalex.org/W2056085022, https://openalex.org/W2009430541, https://openalex.org/W3124064571, https://openalex.org/W2565671888, https://openalex.org/W4413094918 |
| referenced_works_count | 53 |
| abstract_inverted_index | |
| cited_by_percentile_year.max | 95 |
| cited_by_percentile_year.min | 91 |
| countries_distinct_count | 0 |
| institutions_distinct_count | 10 |
| citation_normalized_percentile.value | 0.82777526 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |