Data-driven non-intrusive reduced order modelling of selective laser melting additive manufacturing process using proper orthogonal decomposition and convolutional autoencoder by Shubham Chaudhry, Azzedine Abdedou, Azzeddine Soulaïmani

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

Using DIC-based FEM to determine work-hardening parameters in structural steels by E. Fagerholt, D. Morin, V. Aune, T. Børvik, O. S. Hopperstad

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

On the strain energy decomposition in phase field brittle fracture: established models and novel cleavage plane-based techniques by Nour Habib, Saber El Arem, Amine Ammar

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

An efficient Quantum Approximate Optimization Algorithm with fixed linear ramp schedule for truss structure optimization by Junsen Xiao, Naruethep Sukulthanasorn, Reika Nomura, Shuji Moriguchi, Kenjiro Terada

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

Graph neural network structural limitation for thermal simulation and architecture optimization through rating system by Pierre Hembert, Chady Ghnatios, Julien Cotton, Francisco Chinesta

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

Physics-informed data-driven closure relation for dilute short fiber suspensions by Bruno Ramoa, Chady Ghnatios, João Miguel Nóbrega, Francisco Chinesta

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

Vehicle crash simulation models for reinforcement learning driven crash-detection algorithm calibration by Shahabaz Afraj, Ondřej Vaculín, Dennis Böhmländer, Luděk Hynčík

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

Augmented DIC and FE analyses: a two-field approach to damage localization by Stéphane Roux, François Hild

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

Variationally consistent self-stabilized Virtual Elements for 2D locking-free elastoplasticity by Ossama Firari, Massimiliano Cremonesi, Umberto Perego

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on partition of Unity method by Sebastian Rodriguez, Angelo Pasquale, Jad Mounayer, Diego Canales, Marianne Beringhier, Chady Ghnatios, Amine Ammar, Francisco Chinesta

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

Machine learning (ML) based reduced order modelling (ROM) for linear and non-linear solid and structural mechanics by Mikhael Tannous, Chady Ghnatios, Eivind Fonn, Trond Kvamsdal, Francisco Chinesta

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

Local/global non-intrusive coupling strategy for robust design: a first attempt by Léa Karaouni, Ludovic Chamoin, Olivier Allix, Stéphane Guinard

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks by David Anton, Jendrik-Alexander Tröger, Henning Wessels, Ulrich Römer, Alexander Henkes, Stefan Hartmann

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text

Inverse identification of the hardening behavior with a fully 3D virtual fields method by Miguel G. Oliveira, Sandrine Thuillier, António Andrade-Campos

“…Advanced Modeling and Simulation in Engineering Sciences…”
Get full text