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Data · dataset · 2022

Temperature dependent properties of the aqueous electron

Listed in Materials Cloud Archive

The temperature-dependent properties of the aqueous electron have been extensively studied using mixed quantum-classical simulations in a wide range of thermodynamic conditions based on one-electron pseudopotentials.

Description

While the cavity model appears to explain most of the physical properties of the aqueous electron, only a non-cavity model has so far been successful in accounting for the temperature dependence of the absorption spectrum.

Here, we present an accurate and efficient description of the aqueous electron under various thermodynamic conditions by combining hybrid functional-based molecular dynamics, machine learning techniques, and multiple time-step methods. Our advanced simulations accurately describe the temperature dependence of the absorption maximum in the presence of cavity formation. Specifically, our work reveals that the red shift of the absorption maximum results from an increasing gyration radius with temperature, rather than from global density variations as previously suggested.

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Catalogue records · 1

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Provenance · 1 source records, 14 field assertions
SourceKeyLast seenRaw
Materials Cloud Archiveynqy2-x7b052 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].anzsrc:group:4611mapping · archive materialscloud orgvocabulary-mapper@1.0.0keywords['machine learning']
concepts[field].local:field:computer-science-aimapping · archive materialscloud orgconnector:archive_materialscloud_org@1.0.0
concepts[field].local:field:life-sciencesmapping · archive materialscloud orgconnector:archive_materialscloud_org@1.0.0
concepts[topic].invenio_subject:archive_materialscloud_org:ab-initio-molecular-dynamicssource · archive materialscloud orgconnector:archive_materialscloud_org@1.0.0
concepts[topic].invenio_subject:archive_materialscloud_org:aqueous-electronsource · archive materialscloud orgconnector:archive_materialscloud_org@1.0.0
concepts[topic].invenio_subject:archive_materialscloud_org:hybrid-functionalsource · archive materialscloud orgconnector:archive_materialscloud_org@1.0.0
concepts[topic].invenio_subject:archive_materialscloud_org:machine-learningsource · archive materialscloud orgconnector:archive_materialscloud_org@1.0.0
concepts[topic].invenio_subject:archive_materialscloud_org:marvelsource · archive materialscloud orgconnector:archive_materialscloud_org@1.0.0
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