Found 39 Documents (Results 1–39)
A thermodynamics-informed neural network for elastoplastic constitutive modeling of granular materials. (English) Zbl 07904391
A hybrid numerical methodology coupling reduced order modeling and graph neural networks for non-parametric geometries: applications to structural dynamics problems. (English) Zbl 07904390
Phase-field analysis for brittle fracture in ferroelectric materials with flexoelectric effect. (English) Zbl 07904389
An Eulerian constitutive model for rate-dependent inelasticity enhanced by neural networks. (English) Zbl 07904388
A point mapping strategy-based sparse grid integration method for statistical moments estimation and structural reliability analysis. (English) Zbl 07904387
A new multiscale concurrent topology optimization method based on the ordered interpolation and MFSE model. (English) Zbl 07904386
Concurrent optimization of structural topology and toolpath for additive manufacturing of continuous fiber-reinforced polymer composites. (English) Zbl 07904384
Transfer learning enhanced nonlocal energy-informed neural network for quasi-static fracture in rock-like materials. (English) Zbl 07904383
Dual-horizon peridynamics modeling of coupled chemo-mechanical-damage for interface oxidation-induced cracking in thermal barrier coatings. (English) Zbl 07904382
A generative machine learning model for the 3D reconstruction of material microstructure and performance evaluation. (English) Zbl 07904381
Physics-specialized neural network with hard constraints for solving multi-material diffusion problems. (English) Zbl 07904380
Highly efficient iterative method for multiple scattering with high order local ABC. (English) Zbl 07904379
An efficient and multi-fidelity reliability-based design optimization method based on a novel surrogate model local update strategy. (English) Zbl 07904378
An asynchronous discontinuous Galerkin method for massively parallel PDE solvers. (English) Zbl 07904377
Proper generalized decomposition in the context of minimum compliance topology optimization for problems with separable geometries. (English) Zbl 07904376
Interpolation methods for orthotropic fourth-order fiber orientation tensors in context of virtual composites manufacturing. (English) Zbl 07904374
Operator inference driven data assimilation for high fidelity neutron transport. (English) Zbl 07904373
Topology optimization of two-scale hierarchical structures with high-cycle fatigue resistance. (English) Zbl 07904372
Improving the joint quality in density-based multi-material topology optimization with minimum length scale control. (English) Zbl 07904371
Embedment of WENO-Z reconstruction in Lagrangian WLS scheme implemented on GPU for strongly-compressible multi-phase flows. (English) Zbl 07904368
CNN-based prediction of microstructure-derived random property fields of composite materials. (English) Zbl 07904366
Strength-based collaborative topology optimization for continuous fiber reinforced composites. (English) Zbl 07904365
Topology optimization of curved thick shells using level set method and non-conforming multi-patch isogeometric analysis. (English) Zbl 07904364
A ductile phase-field fracture formulation with regularized fracture toughness through a gradient-extended micromorphic approach. (English) Zbl 07904363
Multi-domain encoder-decoder neural networks for latent data assimilation in dynamical systems. (English) Zbl 07904362
Exact enforcement of temporal continuity in sequential physics-informed neural networks. (English) Zbl 07904360
Quadrature rules for \(C^1\) quadratic spline finite elements on the Powell-Sabin 12-split. (English) Zbl 07904359
Bayesian identification of nonseparable Hamiltonians with multiplicative noise using deep learning and reduced-order modeling. (English) Zbl 07904358
SECRET: statistical emulation for computational reverse engineering and translation with applications in healthcare. (English) Zbl 07904357
Linear numerical schemes for a \(\mathbf{Q}\)-tensor system for nematic liquid crystals. (English) Zbl 07904356
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