Solving forward and inverse problems of contact mechanics using physics-informed neural networks
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Volume 11, issue 1, December 2024
11 articles in this issue
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Optimal trajectory planning combining model-based and data-driven hybrid approaches
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Adaptive space-time model order reduction with dual-weighted residual (MORe DWR) error control for poroelasticity
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Accelerated construction of projection-based reduced-order models via incremental approaches
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Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics
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A posteriori error estimation for model order reduction of parametric systems
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The displacement mechanism of the cracked rock – a seismic design and prediction study using XFEM and ANNs
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A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings
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Fast rapidly convergent penetrable scattering computations
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Dimension independent data sets approximation and applications to classification
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