Nikolas Nüsken
Nikolas Nüsken
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Interpolating between BSDEs and PINNs – deep learning for elliptic and parabolic boundary value problems
Solving high-dimensional parabolic PDEs using the tensor train format
VarGrad: A Low-Variance Gradient Estimator for Variational Inference
Solving high-dimensional Hamilton-Jacobi-Bellman PDEs using neural networks: perspectives from the theory of controlled diffusions and measures on path space
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