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Inverse Mapping of the Collision Kernel and Wall Flux Scaling in a Tall Convection‐Cloud Chamber Using Local Sensors and Knowledge‐Informed Deep Learning.

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Title: Inverse Mapping of the Collision Kernel and Wall Flux Scaling in a Tall Convection‐Cloud Chamber Using Local Sensors and Knowledge‐Informed Deep Learning.
Authors: Wang, Aaron1, aaron.wang@pnnl.gov, Jiang, Peishi1,2, peishi.jiang@ua.edu, Burrows, Susannah M.1, Glienke, Susanne1, Ovchinnikov, Mikhail1, Mahfouz, Naser1
Source: Journal of Advances in Modeling Earth Systems; Jul2026, Vol. 18 Issue 7, p1-18, 18p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 195682462
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Inverse Mapping of the Collision Kernel and Wall Flux Scaling in a Tall Convection‐Cloud Chamber Using Local Sensors and Knowledge‐Informed Deep Learning.
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  Data: <searchLink fieldCode="AU" term="%22Wang%2C+Aaron%22">Wang, Aaron</searchLink><relatesTo>1</relatesTo>, <i>aaron.wang@pnnl.gov</i><br /><searchLink fieldCode="AU" term="%22Jiang%2C+Peishi%22">Jiang, Peishi</searchLink><relatesTo>1,2</relatesTo>, <i>peishi.jiang@ua.edu</i><br /><searchLink fieldCode="AU" term="%22Burrows%2C+Susannah+M%2E%22">Burrows, Susannah M.</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Glienke%2C+Susanne%22">Glienke, Susanne</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Ovchinnikov%2C+Mikhail%22">Ovchinnikov, Mikhail</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Mahfouz%2C+Naser%22">Mahfouz, Naser</searchLink><relatesTo>1</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Advances+in+Modeling+Earth+Systems%22">Journal of Advances in Modeling Earth Systems</searchLink>; Jul2026, Vol. 18 Issue 7, p1-18, 18p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=195682462
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1029/2025MS005463
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      – Code: eng
        Text: English
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        PageCount: 18
        StartPage: 1
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      – TitleFull: Inverse Mapping of the Collision Kernel and Wall Flux Scaling in a Tall Convection‐Cloud Chamber Using Local Sensors and Knowledge‐Informed Deep Learning.
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            NameFull: Wang, Aaron
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            NameFull: Jiang, Peishi
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            NameFull: Burrows, Susannah M.
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            NameFull: Glienke, Susanne
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            NameFull: Ovchinnikov, Mikhail
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            – D: 01
              M: 07
              Text: Jul2026
              Type: published
              Y: 2026
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              Value: 18
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            – TitleFull: Journal of Advances in Modeling Earth Systems
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