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Deep learning of PDE correction and mesh adaption without automatic differentiation.

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Title: Deep learning of PDE correction and mesh adaption without automatic differentiation.
Authors: Ma, Shaocong1, s.ma@utah.edu, Diffenderfer, James2, diffenderfer2@llnl.gov, Kailkhura, Bhavya2, kailkhura1@llnl.gov, Zhou, Yi1, yi.zhou@utah.edu
Source: Machine Learning; Mar2025, Vol. 114 Issue 3, p1-25, 25p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
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  Data: Deep learning of PDE correction and mesh adaption without automatic differentiation.
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  Data: <searchLink fieldCode="AU" term="%22Ma%2C+Shaocong%22">Ma, Shaocong</searchLink><relatesTo>1</relatesTo>, <i>s.ma@utah.edu</i><br /><searchLink fieldCode="AU" term="%22Diffenderfer%2C+James%22">Diffenderfer, James</searchLink><relatesTo>2</relatesTo>, <i>diffenderfer2@llnl.gov</i><br /><searchLink fieldCode="AU" term="%22Kailkhura%2C+Bhavya%22">Kailkhura, Bhavya</searchLink><relatesTo>2</relatesTo>, <i>kailkhura1@llnl.gov</i><br /><searchLink fieldCode="AU" term="%22Zhou%2C+Yi%22">Zhou, Yi</searchLink><relatesTo>1</relatesTo>, <i>yi.zhou@utah.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Machine+Learning%22">Machine Learning</searchLink>; Mar2025, Vol. 114 Issue 3, p1-25, 25p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=183009039
RecordInfo BibRecord:
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        Value: 10.1007/s10994-025-06746-9
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        Text: English
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      – TitleFull: Deep learning of PDE correction and mesh adaption without automatic differentiation.
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              Text: Mar2025
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              Y: 2025
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              Value: 114
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