25 citations · 25 across the 2 of their papers we have counts for
2 papers
cs.LG2024
A thermodynamically consistent physics-informed deep learning material model for short fiber/polymer nanocomposites
Betim Bahtiri, Behrouz Arash, Sven Scheffler +2
This work proposes a physics-informed deep learning (PIDL)-based constitutive model for investigating the viscoelastic-viscoplastic behavior of short fiber-reinforced nanoparticle-…
cs.LG2023★ 25 cited
A machine learning-based viscoelastic-viscoplastic model for epoxy nanocomposites with moisture content
Betim Bahtiri, Behrouz Arash, Sven Scheffler +2
In this work, we propose a deep learning (DL)-based constitutive model for investigating the cyclic viscoelastic-viscoplastic-damage behavior of nanoparticle/epoxy nanocomposites w…