Machine learning workflow for analysis of high-dimensional order parameter space: A case study of polymer crystallization from molecular dynamics simulations.
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| Title: | Machine learning workflow for analysis of high-dimensional order parameter space: A case study of polymer crystallization from molecular dynamics simulations. |
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| Authors: | Tourani E; Materials Research and Innovation Laboratory, Department of Chemical and Biomolecular Engineering, University of Tennessee, Knoxville, Tennessee 37996, USA., Edwards BJ; Materials Research and Innovation Laboratory, Department of Chemical and Biomolecular Engineering, University of Tennessee, Knoxville, Tennessee 37996, USA., Khomami B; Materials Research and Innovation Laboratory, Department of Chemical and Biomolecular Engineering, University of Tennessee, Knoxville, Tennessee 37996, USA. |
| Source: | The Journal of chemical physics [J Chem Phys] 2025 Oct 28; Vol. 163 (16). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: American Institute of Physics Country of Publication: United States NLM ID: 0375360 Publication Model: Print Cited Medium: Internet ISSN: 1089-7690 (Electronic) Linking ISSN: 00219606 NLM ISO Abbreviation: J Chem Phys Subsets: MEDLINE; PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41171642 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine learning workflow for analysis of high-dimensional order parameter space: A case study of polymer crystallization from molecular dynamics simulations. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Tourani+E%22">Tourani E</searchLink>; Materials Research and Innovation Laboratory, Department of Chemical and Biomolecular Engineering, University of Tennessee, Knoxville, Tennessee 37996, USA.<br /><searchLink fieldCode="AU" term="%22Edwards+BJ%22">Edwards BJ</searchLink>; Materials Research and Innovation Laboratory, Department of Chemical and Biomolecular Engineering, University of Tennessee, Knoxville, Tennessee 37996, USA.<br /><searchLink fieldCode="AU" term="%22Khomami+B%22">Khomami B</searchLink>; Materials Research and Innovation Laboratory, Department of Chemical and Biomolecular Engineering, University of Tennessee, Knoxville, Tennessee 37996, USA. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%220375360%22">The Journal of chemical physics</searchLink> [J Chem Phys] 2025 Oct 28; Vol. 163 (16). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Institute+of+Physics%22">American Institute of Physics </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0375360 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1089-7690 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200219606%22">00219606 </searchLink><i>NLM ISO Abbreviation: </i>J Chem Phys <i>Subsets: </i>MEDLINE; PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41171642 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1063/5.0292454 Languages: – Code: eng Text: English Titles: – TitleFull: Machine learning workflow for analysis of high-dimensional order parameter space: A case study of polymer crystallization from molecular dynamics simulations. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Tourani E – PersonEntity: Name: NameFull: Edwards BJ – PersonEntity: Name: NameFull: Khomami B IsPartOfRelationships: – BibEntity: Dates: – D: 28 M: 10 Text: 2025 Oct 28 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1089-7690 Numbering: – Type: volume Value: 163 – Type: issue Value: 16 Titles: – TitleFull: The Journal of chemical physics Type: main |
| ResultId | 1 |
