A literature review and design methodology for digital twins in the era of zero defect manufacturing

F Psarommatis, G May - International Journal of Production …, 2023 - Taylor & Francis
In this paper, we analyze the literature concerning the implementation of digital twins (DTs)
for zero-defect manufacturing (ZDM) following a systematic method and, guided by a …

Current challenges and opportunities in microstructure-related properties of advanced high-strength steels

D Raabe, B Sun, A Kwiatkowski Da Silva… - … Materials Transactions A, 2020 - Springer
This is a viewpoint paper on recent progress in the understanding of the microstructure–
property relations of advanced high-strength steels (AHSS). These alloys constitute a class …

[HTML][HTML] From CP-FFT to CP-RNN: Recurrent neural network surrogate model of crystal plasticity

C Bonatti, B Berisha, D Mohr - International Journal of Plasticity, 2022 - Elsevier
Abstract Recurrent Neural Network (RNN) based surrogate models constitute an emerging
class of reduced order models of history-dependent material behavior. Recently, the authors …

Understanding the mechanisms of texture evolution in an Mg-2Zn-1Ca alloy during cold rolling and annealing

X Huang, Y Xin, Y Cao, W Li, G Huang, X Zhao… - International Journal of …, 2022 - Elsevier
A TD-split basal texture with two peaks highly tilted from the normal direction (ND) towards
the transverse direction (TD) is usually developed in Mg-Zn-Ca plates and can effectively …

Multiphysics multi-scale computational framework for linking process–structure–property relationships in metal additive manufacturing: a critical review

S Sharma, SS Joshi, MV Pantawane… - International …, 2023 - journals.sagepub.com
This review article provides a critical assessment of the progress made in computational
modelling of metal-based additive manufacturing (AM) with emphasis on its ability to predict …

Machine learning-based multi-objective optimization for efficient identification of crystal plasticity model parameters

K Veasna, Z Feng, Q Zhang, M Knezevic - Computer Methods in Applied …, 2023 - Elsevier
A set of constitutive model parameters along with crystallography governs the activation of
deformation mechanisms in crystal plasticity. The constitutive parameters are typically …

The effects of heat treatment on the response of WE43 Mg alloy: crystal plasticity finite element simulation and SEM-DIC experiment

S Ganesan, M Yaghoobi, A Githens, Z Chen… - International Journal of …, 2021 - Elsevier
The present work addressed the effects of heat treatment on the mechanical response of a
WE43 Mg alloy using an integrated framework of SEM-DIC experiment and CPFE …

A standardized approach for measuring the performance and flexibility of digital twins

F Psarommatis, G May - International Journal of Production …, 2023 - Taylor & Francis
Numerous studies have focused on digital twins (DTs) and their applications. However, a
common method for evaluating the performance of DTs is lacking. Digital twins performance …

Quantification of α phase strengthening in titanium alloys: crystal plasticity model incorporating α/β heterointerfaces

M Zhang, J Li, B Tang, WY Wang, K Li, T Zhang… - International Journal of …, 2022 - Elsevier
A strategy to quantify the second phase strengthening of α precipitates in titanium alloys is
proposed to predict the mechanical performance through crystal plasticity finite element …

[HTML][HTML] Crystal plasticity simulation of in-grain microstructural evolution during large deformation of IF-steel

K Sedighiani, K Traka, F Roters, J Sietsma, D Raabe… - Acta Materialia, 2022 - Elsevier
High-resolution three-dimensional crystal plasticity simulations are used to investigate
deformation heterogeneity and microstructure evolution during cold rolling of interstitial free …