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Physics informed activation functions and loss functions for signal reconstruction and digital twinning

  • Brent Cook
  • , Adryel Gainza
  • , Bryan Portocarrero
  • , Mubarak Mujawar
  • , Vivek Kamat
  • , Dan Ewing
  • , Himanshu Upadhyay
  • , Shekhar Bhansali
  • Florida International University
  • Embry-Riddle Aeronautical University
  • Department of Energy’s National Security Campus
  • Vanderbilt University School of Engineering

Research output: Contribution to journal › Article › peer-review

Original languageEnglish
Article number29160
JournalScientific Reports
Volume16
Issue number1
DOIs
StatePublished - Dec 2026
Externally publishedYes

ASJC Scopus Subject Areas

  • General

Keywords

  • Activation function
  • Digital twinning
  • Loss function
  • Neural networks
  • Physics-informed neural networks
  • Printing

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