Special issue of computational mechanics on machine learning theories, modeling, and applications to computational materials science, additive manufacturing, mechanics of materials, design and optimization
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| Vydané v: | Computational mechanics Ročník 72; číslo 1; s. 1 - 2 |
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| Hlavní autori: | , , , , |
| Médium: | Journal Article |
| Jazyk: | English |
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Berlin/Heidelberg
Springer Berlin Heidelberg
01.07.2023
Springer Springer Nature B.V |
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| ISSN: | 0178-7675, 1432-0924 |
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| Audience | Academic |
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| Author | Trask, Nathaniel Chinesta, Francisco Bessa, Miguel A. Li, Shaofan Liu, Wing Kam |
| Author_xml | – sequence: 1 givenname: Wing Kam surname: Liu fullname: Liu, Wing Kam email: w-liu@northwestern.edu organization: Northwestern University – sequence: 2 givenname: Miguel A. surname: Bessa fullname: Bessa, Miguel A. organization: Brown University – sequence: 3 givenname: Francisco surname: Chinesta fullname: Chinesta, Francisco organization: ENSAM Institute of Technology – sequence: 4 givenname: Shaofan surname: Li fullname: Li, Shaofan organization: University of California – sequence: 5 givenname: Nathaniel surname: Trask fullname: Trask, Nathaniel organization: Sandia National Laboratories |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/37213791$$D View this record in MEDLINE/PubMed |
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| CitedBy_id | crossref_primary_10_1016_j_engfailanal_2025_109505 crossref_primary_10_1016_j_ijmecsci_2024_109214 crossref_primary_10_1016_j_cma_2023_116356 crossref_primary_10_1016_j_cma_2025_118073 crossref_primary_10_1007_s11709_024_1083_1 crossref_primary_10_1016_j_tws_2024_112502 crossref_primary_10_1016_j_cpc_2023_108802 crossref_primary_10_1063_5_0287613 crossref_primary_10_1007_s00466_023_02429_1 crossref_primary_10_1007_s00466_024_02554_5 crossref_primary_10_1007_s00466_024_02559_0 crossref_primary_10_1016_j_cirp_2024_04_102 crossref_primary_10_1016_j_rineng_2025_106064 |
| Cites_doi | 10.2172/1478744 10.1007/978-3-030-87832-0 |
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| DOI | 10.1007/s00466-023-02337-4 |
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| References | LiuWKGanZFlemingMAMechanistic data science for STEM education and applications2021ChamSpringer10.1007/978-3-030-87832-0 https://www.forbes.com/sites/bernardmarr/2016/12/06/what-is-the-difference-between-artificial-intelligence-and-machine-learning/#2b5dbadf2742 Baker N, Alexander F, Bremer T, Hagberg A, Kevrekidis Y, Najm H, Parashar M, Patra A, Sethian J, Wild S, Willcox K (2019) Workshop report on basic research needs for scientific machine learning: core technologies for artificial intelligence. USDOE Office of Science (SC), Washington, DC (United States) WK Liu (2337_CR3) 2021 2337_CR1 2337_CR2 |
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| SubjectTerms | 3D printing Artificial intelligence Classical and Continuum Physics Computational mechanics Computational Science and Engineering Design optimization Editorial Engineering Machine learning Machine vision Materials science Theoretical and Applied Mechanics |
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| Title | Special issue of computational mechanics on machine learning theories, modeling, and applications to computational materials science, additive manufacturing, mechanics of materials, design and optimization |
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