View in EDS HTML Full Text PDF Full Text

Process Gains, Difficulty Restructuring, and Dependency Risks in AI-Assisted Hardware-Driven Design Education: A Crossover Experimental Study.

Saved in:
Bibliographic Details
Title: Process Gains, Difficulty Restructuring, and Dependency Risks in AI-Assisted Hardware-Driven Design Education: A Crossover Experimental Study.
Authors: Lu, Yijun1, Fang, Yingjie1, fangyingjie@hnu.edu.cn, Lu, Jiwu1, Yuan, Xiang1
Source: Applied Sciences (2076-3417); Apr2026, Vol. 16 Issue 8, p3946, 34p
Database: Applied Science & Technology Source
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 193440718
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Process Gains, Difficulty Restructuring, and Dependency Risks in AI-Assisted Hardware-Driven Design Education: A Crossover Experimental Study.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Lu%2C+Yijun%22">Lu, Yijun</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Fang%2C+Yingjie%22">Fang, Yingjie</searchLink><relatesTo>1</relatesTo>, <i>fangyingjie@hnu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Lu%2C+Jiwu%22">Lu, Jiwu</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Yuan%2C+Xiang%22">Yuan, Xiang</searchLink><relatesTo>1</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Applied+Sciences+%282076-3417%29%22">Applied Sciences (2076-3417)</searchLink>; Apr2026, Vol. 16 Issue 8, p3946, 34p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=193440718
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/app16083946
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 34
        StartPage: 3946
    Titles:
      – TitleFull: Process Gains, Difficulty Restructuring, and Dependency Risks in AI-Assisted Hardware-Driven Design Education: A Crossover Experimental Study.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Lu, Yijun
      – PersonEntity:
          Name:
            NameFull: Fang, Yingjie
      – PersonEntity:
          Name:
            NameFull: Lu, Jiwu
      – PersonEntity:
          Name:
            NameFull: Yuan, Xiang
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 15
              M: 04
              Text: Apr2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 20763417
          Numbering:
            – Type: volume
              Value: 16
            – Type: issue
              Value: 8
          Titles:
            – TitleFull: Applied Sciences (2076-3417)
              Type: main
ResultId 1