Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning.

Saved in:
Bibliographic Details
Title: Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning.
Authors: Rezaei, Shahed1, s.rezaei@access-technology.de, Taghikhani, Kianoosh1, Viardin, Alexandre1, Asl, Reza Najian2, Harandi, Ali3, Jagtap, Nikhil Vijay4, Bailly, David4, Naber, Hannah5, Gramlich, Alexander5, Brepols, Tim3, Abouridouane, Mustapha6, Krupp, Ulrich5, Bergs, Thomas6, Apel, Markus1
Source: NPJ Computational Materials; 8/13/2025, Vol. 11 Issue 1, p1-18, 18p
Database: Applied Science & Technology Source
FullText Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 187376331
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Rezaei%2C+Shahed%22">Rezaei, Shahed</searchLink><relatesTo>1</relatesTo>, <i>s.rezaei@access-technology.de</i><br /><searchLink fieldCode="AU" term="%22Taghikhani%2C+Kianoosh%22">Taghikhani, Kianoosh</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Viardin%2C+Alexandre%22">Viardin, Alexandre</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Asl%2C+Reza+Najian%22">Asl, Reza Najian</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Harandi%2C+Ali%22">Harandi, Ali</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Jagtap%2C+Nikhil+Vijay%22">Jagtap, Nikhil Vijay</searchLink><relatesTo>4</relatesTo><br /><searchLink fieldCode="AU" term="%22Bailly%2C+David%22">Bailly, David</searchLink><relatesTo>4</relatesTo><br /><searchLink fieldCode="AU" term="%22Naber%2C+Hannah%22">Naber, Hannah</searchLink><relatesTo>5</relatesTo><br /><searchLink fieldCode="AU" term="%22Gramlich%2C+Alexander%22">Gramlich, Alexander</searchLink><relatesTo>5</relatesTo><br /><searchLink fieldCode="AU" term="%22Brepols%2C+Tim%22">Brepols, Tim</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Abouridouane%2C+Mustapha%22">Abouridouane, Mustapha</searchLink><relatesTo>6</relatesTo><br /><searchLink fieldCode="AU" term="%22Krupp%2C+Ulrich%22">Krupp, Ulrich</searchLink><relatesTo>5</relatesTo><br /><searchLink fieldCode="AU" term="%22Bergs%2C+Thomas%22">Bergs, Thomas</searchLink><relatesTo>6</relatesTo><br /><searchLink fieldCode="AU" term="%22Apel%2C+Markus%22">Apel, Markus</searchLink><relatesTo>1</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22NPJ+Computational+Materials%22">NPJ Computational Materials</searchLink>; 8/13/2025, Vol. 11 Issue 1, p1-18, 18p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=187376331
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1038/s41524-025-01718-y
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 18
        StartPage: 1
    Titles:
      – TitleFull: Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Rezaei, Shahed
      – PersonEntity:
          Name:
            NameFull: Taghikhani, Kianoosh
      – PersonEntity:
          Name:
            NameFull: Viardin, Alexandre
      – PersonEntity:
          Name:
            NameFull: Asl, Reza Najian
      – PersonEntity:
          Name:
            NameFull: Harandi, Ali
      – PersonEntity:
          Name:
            NameFull: Jagtap, Nikhil Vijay
      – PersonEntity:
          Name:
            NameFull: Bailly, David
      – PersonEntity:
          Name:
            NameFull: Naber, Hannah
      – PersonEntity:
          Name:
            NameFull: Gramlich, Alexander
      – PersonEntity:
          Name:
            NameFull: Brepols, Tim
      – PersonEntity:
          Name:
            NameFull: Abouridouane, Mustapha
      – PersonEntity:
          Name:
            NameFull: Krupp, Ulrich
      – PersonEntity:
          Name:
            NameFull: Bergs, Thomas
      – PersonEntity:
          Name:
            NameFull: Apel, Markus
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 13
              M: 08
              Text: 8/13/2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 20573960
          Numbering:
            – Type: volume
              Value: 11
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: NPJ Computational Materials
              Type: main
ResultId 1