Towards Scientific Machine Learning for Granular Material Simulations: Challenges and Opportunities.
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| Title: | Towards Scientific Machine Learning for Granular Material Simulations: Challenges and Opportunities. |
|---|---|
| Authors: | Fransen, Marc1, Fürst, Andreas2, Tunuguntla, Deepak3, Wilke, Daniel N.4,5, Alkin, Benedikt2,6, Barreto, Daniel7, Brandstetter, Johannes2,6, Cabrera, Miguel Angel8, Fan, Xinyan8, Guo, Mengwu9, Kieskamp, Bram10, Kumar, Krishna11, Morrissey, John12, Nuttall, Jonathan1, Ooi, Jin12, Orozco, Luisa13, Papanicolopulos, Stefanos-Aldo12, Qu, Tongming14, Schott, Dingena8, Shuku, Takayuki15 |
| Source: | Archives of Computational Methods in Engineering; Jan2026, Vol. 33 Issue 1, p789-821, 33p |
| Database: | Applied Science & Technology Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 191451289 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191451289 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s11831-025-10322-8 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 33 StartPage: 789 Titles: – TitleFull: Towards Scientific Machine Learning for Granular Material Simulations: Challenges and Opportunities. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Fransen, Marc – PersonEntity: Name: NameFull: Fürst, Andreas – PersonEntity: Name: NameFull: Tunuguntla, Deepak – PersonEntity: Name: NameFull: Wilke, Daniel N. – PersonEntity: Name: NameFull: Alkin, Benedikt – PersonEntity: Name: NameFull: Barreto, Daniel – PersonEntity: Name: NameFull: Brandstetter, Johannes – PersonEntity: Name: NameFull: Cabrera, Miguel Angel – PersonEntity: Name: NameFull: Fan, Xinyan – PersonEntity: Name: NameFull: Guo, Mengwu – PersonEntity: Name: NameFull: Kieskamp, Bram – PersonEntity: Name: NameFull: Kumar, Krishna – PersonEntity: Name: NameFull: Morrissey, John – PersonEntity: Name: NameFull: Nuttall, Jonathan – PersonEntity: Name: NameFull: Ooi, Jin – PersonEntity: Name: NameFull: Orozco, Luisa – PersonEntity: Name: NameFull: Papanicolopulos, Stefanos-Aldo – PersonEntity: Name: NameFull: Qu, Tongming – PersonEntity: Name: NameFull: Schott, Dingena – PersonEntity: Name: NameFull: Shuku, Takayuki IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Text: Jan2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 11343060 Numbering: – Type: volume Value: 33 – Type: issue Value: 1 Titles: – TitleFull: Archives of Computational Methods in Engineering Type: main |
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