Found: 14
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Enhanced prediction of thermomechanical systems using machine learning, PCA, and finite element simulation.
- Published in:
- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00268-0
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- Article
A computational two-scale approach to cancellous bone remodelling.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00267-1
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- Article
Peridynamic numerical investigation of asymmetric strain-controlled fatigue behaviour using the kinetic theory of fracture.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00264-4
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- Article
Solving forward and inverse problems of contact mechanics using physics-informed neural networks.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00265-3
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- Article
Optimal trajectory planning combining model-based and data-driven hybrid approaches.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00266-2
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- Article
Accelerated construction of projection-based reduced-order models via incremental approaches.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00263-5
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- Article
Adaptive space-time model order reduction with dual-weighted residual (MORe DWR) error control for poroelasticity.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00262-6
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- Article
Asymptotically consistent and computationally efficient modeling of short-ranged molecular interactions between curved slender fibers undergoing large 3D deformations.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-023-00257-9
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- Article
Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00259-1
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- Article
A posteriori error estimation for model order reduction of parametric systems.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00260-8
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- Article
The displacement mechanism of the cracked rock – a seismic design and prediction study using XFEM and ANNs.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00261-7
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- Publication type:
- Article
A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00258-2
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- Article
Fast rapidly convergent penetrable scattering computations.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-023-00255-x
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- Article
Dimension independent data sets approximation and applications to classification.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-023-00256-w
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- Article