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- RCopulaVAE_eigenproblem_beam Public
Revised copula VAE-eigenvalue problem with updated loss function using MAC
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Mathmode/RCopulaVAE_eigenproblem_beam's past year of commit activity - Hydrogren_leak_classifier Public
Deep convolutional neural network to classify the origin of H2 leaks in a six-tank system
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Mathmode/LS-ReCoNN4ParametricTransmissionPDEs's past year of commit activity - Multi-Integral-Importance-Sampling Public
Implementation of Multi-Integral Importance Sampling for integration and for solving PDEs via the Deep Ritz method.
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Mathmode/Multi-Integral-Importance-Sampling's past year of commit activity - GMM_reparametrization_2D Public
Variational autoencoder for damage identification in a floating offshore wind turbine using Gaussian mixtures and copulas to approximate the posterior distribution of the damage condition (2D)
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Mathmode/GMM_reparametrization_2D's past year of commit activity - trunk-spaces-quadrature Public
Algorithms and pre-computed rules for exact numerical integration on 2D and 3D polynomial trunk spaces
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Mathmode/trunk-spaces-quadrature's past year of commit activity - jax-crash-course Public
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Mathmode/jax-crash-course's past year of commit activity - PINNS-and-DFR-examples Public
PINNs & Deef Fourier Residal Benchmark (Keras Core) - JAX & TensorFlow. Benchmarking for efficient PDE solving with NN
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Mathmode/COURSE-NNs-PDEs's past year of commit activity - Optimizing-VPINNs-Using-LS Public
Pieces of code for the experiments described in the manuscript "Optimizing Variational Physics-Informed Neural Networks Using Least Squares", available at https://arxiv.org/pdf/2407.20417.
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Mathmode/Optimizing-VPINNs-Using-LS's past year of commit activity
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