Pages that link to "Item:Q2952866"
From MaRDI portal
The following pages link to Computational homogenization of nonlinear elastic materials using neural networks (Q2952866):
Displaying 17 items.
- A mechanics-informed deep learning framework for data-driven nonlinear viscoelasticity (Q6194224) (← links)
- Data-driven nonparametric identification of material behavior based on physics-informed neural network with full-field data (Q6201157) (← links)
- Solver-free reduced order homogenization for nonlinear periodic heterogeneous media (Q6497169) (← links)
- Micromechanics-based deep-learning for composites: challenges and future perspectives (Q6540411) (← links)
- A Fourier-based machine learning technique with application in engineering (Q6553277) (← links)
- A second-order reduced asymptotic homogenization approach for nonlinear periodic heterogeneous materials (Q6553879) (← links)
- A computationally tractable framework for nonlinear dynamic multiscale modeling of membrane woven fabrics (Q6553966) (← links)
- Deep convolutional neural networks for eigenvalue problems in mechanics (Q6555379) (← links)
- Efficient uncertainty propagation for stochastic multiscale linear elasticity (Q6566059) (← links)
- Leveraging the nugget parameter for efficient Gaussian process modeling (Q6569246) (← links)
- Solver-free classical computational homogenization for nonlinear periodic heterogeneous media (Q6569918) (← links)
- Adaptive and parallel multiscale framework for modeling cohesive failure in engineering scale systems (Q6588351) (← links)
- FE-LSTM: a hybrid approach to accelerate multiscale simulations of architectured materials using recurrent neural networks and finite element analysis (Q6588352) (← links)
- Physics-constrained symbolic model discovery for polyconvex incompressible hyperelastic materials (Q6589318) (← links)
- Deep learning in computational mechanics: a review (Q6604128) (← links)
- Unsupervised machine learning classification for accelerating \(\mathrm{FE}^2\) multiscale fracture simulations (Q6641844) (← links)
- Non-intrusive parametric hyper-reduction for nonlinear structural finite element formulations (Q6669042) (← links)
