Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations

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• Brain-inspired spiking neural networks in Engineering Mechanics: a new physics-based self-learning framework for sustainable Finite Element analysis

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• On the order of derivation in the training of physics-informed neural networks: case studies for non-uniform beam structures

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• Spiking recurrent neural networks for neuromorphic computing in nonlinear structural mechanics

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• Statistical learning for fluid flows: Sparse Fourier divergence-free approximations

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• Prediction of Particle Properties in Plasma Spraying Based on Machine Learning

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11 results