„data-driven computational mechanics“
Suchergebnisse
1.000+ Treffer
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Thermodynamically consistent data-driven computational mechanics
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Data-driven prognostics with low-fidelity physical information for digital twin: physics-informed neural network
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Nonlinear Optimization Methods for Data Driven Computational Mechanics
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D3SAI: a data-driven platform for measuring interfacial tension using machine learning and drop shape analysis
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Data-driven prediction of the mechanical behavior of nanocrystalline graphene using a deep convolutional neural network with PCA
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Special Issue: data-driven and physics-based modelling of coherent structures in turbulent shear flow
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Experimental and data-driven modelling of axial load performance of CFRP-wrapped concrete cylinders exposed to elevated temperatures
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Constitutive-model-free data-driven computational mechanics
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Constitutive-model-free data-driven computational mechanics
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From Dust to Design: A Predictive Approach to Gas Turbine Durability
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Machine learning aided multiscale mechanics of fiber suspensions
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An investigation of advances for model-free data-driven computational mechanics – tangent space information, Haigh-Westergaard space, and neural networks
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Correction to: Practical framework for data-driven RANS modeling with data augmentation
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Data-driven mechanical and aerospace systems: transforming with machine learning algorithms and nascent paradigms
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A data-driven integrated optimization method of macroscopic topology and microscopic configuration for the graded functional cellular structures
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Analysis of MHD stokes fluid flow in a cavity driven by moving parallel lid(s)
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Experimental data-driven neural network model for predicting RC corbel shear strength via a web-based interface
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An artificial neural network-based data-driven constitutive model of shape memory alloys
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An optimization-driven design framework for inertance-integrated hydraulic shock absorbers: incorporating nonlinear and parasitic effects
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A data-driven approach to non-parametric reliability-based design optimization of structures with uncertain load