Works matching IS 22137467 AND DT 2024 AND VI 11 AND IP 1
Results: 26
Prediction and parametric assessment of soil one-dimensional vertical free swelling potential using ensemble machine learning models.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00277-z
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- Article
Massively parallel phase field fracture simulations on supercomputers: towards multi-billion degree-of-freedom computations.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00280-4
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- Article
Towards a real-time simulation of elastoplastic deformation using multi-task neural networks.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00278-y
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- Article
Physics-informed two-tier neural network for non-linear model order reduction.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00273-3
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- Article
Enhanced prediction of thermomechanical systems using machine learning, PCA, and finite element simulation.
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- 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
Microstructure homogenization: human vs machine.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00275-1
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- Article
Data-driven material modeling based on the Constitutive Relation Error.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00279-x
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- Article
Reduced order modeling of blood perfusion in parametric multipatch liver lobules.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00274-2
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- Article
A consistent diffuse-interface model for two-phase flow problems with rapid evaporation.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00276-0
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- Article
Application of graph neural networks to predict explosion-induced transient flow.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00272-4
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- Article
Role of physical structure on performance index of crossflow microchannel heat exchanger with regression analysis.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00271-5
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- Article
An efficient PGD solver for structural dynamics applications.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00269-z
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- Article
Improved accuracy of continuum surface flux models for metal additive manufacturing melt pool simulations.
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- Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00270-6
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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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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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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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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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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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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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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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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