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Neural networks as a lossy compression and restart/recovery strategy for high-dimensional plasma simulations.

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Title: Neural networks as a lossy compression and restart/recovery strategy for high-dimensional plasma simulations.
Authors: Papadakis, K.1 (AUTHOR) konstantinos.papadakis@helsinki.fi, Alho, M.1 (AUTHOR), Kataja, J.2 (AUTHOR), Bouri, I.1 (AUTHOR), Kit, A.3 (AUTHOR), Heikonen, J.2 (AUTHOR), Palmroth, M.1,4 (AUTHOR)
Source: Physics of Plasmas. Nov2025, Vol. 32 Issue 11, p1-16. 16p.
Database: Academic Search Ultimate
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Header DbId: asn
DbLabel: Academic Search Ultimate
An: 189639627
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Neural networks as a lossy compression and restart/recovery strategy for high-dimensional plasma simulations.
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  Data: <searchLink fieldCode="AR" term="%22Papadakis%2C+K%2E%22">Papadakis, K.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> konstantinos.papadakis@helsinki.fi</i><br /><searchLink fieldCode="AR" term="%22Alho%2C+M%2E%22">Alho, M.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kataja%2C+J%2E%22">Kataja, J.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Bouri%2C+I%2E%22">Bouri, I.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kit%2C+A%2E%22">Kit, A.</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Heikonen%2C+J%2E%22">Heikonen, J.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Palmroth%2C+M%2E%22">Palmroth, M.</searchLink><relatesTo>1,4</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Physics+of+Plasmas%22">Physics of Plasmas</searchLink>. Nov2025, Vol. 32 Issue 11, p1-16. 16p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=189639627
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1063/5.0280226
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      – Code: eng
        Text: English
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        PageCount: 16
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      – TitleFull: Neural networks as a lossy compression and restart/recovery strategy for high-dimensional plasma simulations.
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            – D: 01
              M: 11
              Text: Nov2025
              Type: published
              Y: 2025
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