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Alexander Heinlein

Finite basis Kolmogorov-Arnold networks: domain decomposition for data-driven and physics-informed problems

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Jun 28, 2024
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Multifidelity domain decomposition-based physics-informed neural networks for time-dependent problems

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Jan 15, 2024
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Improving Pseudo-Time Stepping Convergence for CFD Simulations With Neural Networks

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Oct 10, 2023
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Learning the solution operator of two-dimensional incompressible Navier-Stokes equations using physics-aware convolutional neural networks

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Aug 04, 2023
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Machine learning for phase-resolved reconstruction of nonlinear ocean wave surface elevations from sparse remote sensing data

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May 18, 2023
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