| nr |
titel |
auteur |
tijdschrift |
jaar |
jaarg. |
afl. |
pagina('s) |
type |
| 1 |
A Bayesian regularization network approach to thermal distortion control in 3D printing
|
Xie, Yuxi
|
|
|
72 |
1 |
p. 137-154
|
artikel
|
| 2 |
Adaptive spatiotemporal dimension reduction in concurrent multiscale damage analysis
|
Deng, Shiguang
|
|
|
72 |
1 |
p. 3-35
|
artikel
|
| 3 |
A machine-learning aided multiscale homogenization model for crystal plasticity: application for face-centered cubic single crystals
|
Bishara, Dana
|
|
|
72 |
1 |
p. 77-93
|
artikel
|
| 4 |
An introduction to kernel and operator learning methods for homogenization by self-consistent clustering analysis
|
Huang, Owen
|
|
|
72 |
1 |
p. 195-219
|
artikel
|
| 5 |
Deep learning and multi-level featurization of graph representations of microstructural data
|
Jones, Reese
|
|
|
72 |
1 |
p. 57-75
|
artikel
|
| 6 |
Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter
|
Villarreal, Ruben
|
|
|
72 |
1 |
p. 95-124
|
artikel
|
| 7 |
Efficient multiscale modeling of heterogeneous materials using deep neural networks
|
Aldakheel, Fadi
|
|
|
72 |
1 |
p. 155-171
|
artikel
|
| 8 |
Embedding physical knowledge in deep neural networks for predicting the phonon dispersion curves of cellular metamaterials
|
Wang, Zihan
|
|
|
72 |
1 |
p. 221-239
|
artikel
|
| 9 |
HiDeNN-FEM: a seamless machine learning approach to nonlinear finite element analysis
|
Liu, Yingjian
|
|
|
72 |
1 |
p. 173-194
|
artikel
|
| 10 |
Physics-informed machine-learning model of temperature evolution under solid phase processes
|
King, Ethan
|
|
|
72 |
1 |
p. 125-136
|
artikel
|
| 11 |
Reducing internal variables and improving efficiency in data-driven modelling of anisotropic damage from RVE simulations
|
Yvonnet, Julien
|
|
|
72 |
1 |
p. 37-55
|
artikel
|
| 12 |
Special issue of computational mechanics on machine learning theories, modeling, and applications to computational materials science, additive manufacturing, mechanics of materials, design and optimization
|
Liu, Wing Kam
|
|
|
72 |
1 |
p. 1-2
|
artikel
|
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