Fagområder
Emner
Nanocomposites Nanomekanikk Beregningsmekanikk Molecular dynamics simulations
Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
Hente, Atiyeh;
Arash, Behrouz
; Jux, Maximilian; Rolfes, Raimund
(2025).
Enhancement of fracture properties of amorphous polymers by nanoparticles: A machine-learning assisted coarse-grained model.
Materials Today Communications.
Vol. 48.
https://doi.org/10.1016/j.mtcomm.2025.113185
Dean, Aamir; Mavani, Jaykumar; Bahtiri, Betim;
Arash, Behrouz
; Rolfes, Raimund
(2025).
A hybrid electromechanical phase-field and deep learning framework for predicting fracture in dielectric nanocomposites.
arXiv.
https://doi.org/10.48550/ARXIV.2508.07469
Arash, Behrouz
; Gharagozlou, Shadab Zakavati; Bahtiri, Betim; Jux, Maximilian; Rolfes, Raimund
(2024).
Phase-field modeling of fracture in viscoelastic–viscoplastic thermoset nanocomposites under cyclic and monolithic loading.
Engineering with Computers.
https://doi.org/10.1007/s00366-024-02041-8
Bahtiri, Betim;
Arash, Behrouz
; Scheffler, Sven; Jux, Maximilian; Rolfes, Raimund
(2024).
A thermodynamically consistent physics-informed deep learning material model for short fiber/polymer nanocomposites.
Computer Methods in Applied Mechanics and Engineering.
Vol. 427.
https://doi.org/10.1016/j.cma.2024.117038
Bahtiri, Betim;
Arash, Behrouz
; Scheffler, Sven; Jux, Maximilian; Rolfes, Raimund
(2023).
A machine learning-based viscoelastic–viscoplastic model for epoxy nanocomposites with moisture content.
Computer Methods in Applied Mechanics and Engineering.
Vol. 415.
https://doi.org/10.1016/j.cma.2023.116293
