🏛️ The Numerical Analysis Crypt

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Machine learning and domain decomposition methods -- a survey

Axel Klawonn, Martin Lanser, Janine Weber

math.NA 🏛 Computational Science and Engineering 📚 22 cites 2 years ago

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A novel variational model for image registration using Gaussian curvature

Mazlinda Ibrahim, Ke Chen, Carlos Brito-Loeza

math.NA 🏛 arXiv 📚 21 cites 10 years ago

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Cucheb: A GPU implementation of the filtered Lanczos procedure

Jared L. Aurentz, Vassilis Kalantzis, Yousef Saad

math.NA 🏛 Computer Physics Communications 📚 20 cites 1 year ago

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Solving non-linear Kolmogorov equations in large dimensions by using deep learning: a numerical comparison of discretization schemes

Nicolas Macris, Raffaele Marino

math.NA 🏛 J.SC 📚 20 cites 5 years ago

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Applying Convolutional Neural Networks to Data on Unstructured Meshes with Space-Filling Curves

Claire E. Heaney, Yuling Li, ... (+2 more)

math.NA 🏛 Neural Networks 📚 20 cites 5 years ago

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Clustering Boolean Tensors

Saskia Metzler, Pauli Miettinen

math.NA 🏛 DMKD 📚 20 cites 11 years ago

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Numerical Methods for the Inverse Nonlinear Fourier Transform

Stella Civelli, Luigi Barletti, Marco Secondini

math.NA 🏛 Tyrrhenian Workshop on Digital Communication 📚 20 cites 10 years ago

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A Neural Network Warm-Start Approach for the Inverse Acoustic Obstacle Scattering Problem

Mo Zhou, Jiequn Han, ... (+2 more)

math.NA 🏛 J.CP 📚 20 cites 3 years ago

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Neural Networks Based on Power Method and Inverse Power Method for Solving Linear Eigenvalue Problems

Qihong Yang, Yangtao Deng, ... (+3 more)

math.NA 🏛 Computers and Mathematics with Applications 📚 20 cites 3 years ago

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Shifted and extrapolated power methods for tensor $\ell^p$-eigenpairs

Stefano Cipolla, Michela Redivo-Zaglia, Francesco Tudisco

math.NA 🏛 Electronic Transactions on Numerical Analysis 📚 19 cites 6 years ago

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Linear-time geometric algorithm for evaluating Bézier curves

Filip Chudy, Paweł Woźny

math.NA 🏛 Comput. Aided Des. 📚 19 cites 8 years ago

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Improved stochastic trace estimation using mutually unbiased bases

J. K. Fitzsimons, M. A. Osborne, ... (+2 more)

math.NA 🏛 UAI 📚 19 cites 9 years ago

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Robust and efficient multi-way spectral clustering

Anil Damle, Victor Minden, Lexing Ying

math.NA 🏛 arXiv 📚 19 cites 9 years ago

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Dimensionality Reduction of Collective Motion by Principal Manifolds

Kelum Gajamannage, Sachit Butail, ... (+2 more)

math.NA 🏛 arXiv 📚 19 cites 10 years ago

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A general class of $C^1$ smooth rational splines: Application to construction of exact ellipses and ellipsoids

Hendrik Speleers, Deepesh Toshniwal

math.NA 🏛 Comput. Aided Des. 📚 18 cites 5 years ago

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Non-uniform recovery guarantees for binary measurements and infinite-dimensional compressed sensing

Laura Thesing, Anders Christian Hansen

math.NA 🏛 J.FAA 📚 18 cites 6 years ago

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Reverse engineering of CAD models via clustering and approximate implicitization

Andrea Raffo, Oliver J. D. Barrowclough, Georg Muntingh

math.NA 🏛 Computer Aided Geometric Design 📚 18 cites 7 years ago

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Recursive Diffeomorphism-Based Regression for Shape Functions

Jieren Xu, Haizhao Yang, Ingrid Daubechies

math.NA 🏛 SIAM Journal on Mathematical Analysis 📚 18 cites 9 years ago

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Non-negativity constraints in the one-dimensional discrete-time phase retrieval problem

Robert Beinert

math.NA 🏛 arXiv 📚 18 cites 9 years ago

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Faster SGD Using Sketched Conditioning

Alon Gonen, Shai Shalev-Shwartz

math.NA 🏛 arXiv 📚 18 cites 10 years ago

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Fast exact summation using small and large superaccumulators

Radford M. Neal

math.NA 🏛 arXiv 📚 18 cites 10 years ago

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Asymptotic consistency of the WSINDy algorithm in the limit of continuum data

Daniel A. Messenger, David M. Bortz

math.NA 🏛 IMA Journal of Numerical Analysis 📚 18 cites 3 years ago

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Leveraging Memory Effects and Gradient Information in Consensus-Based Optimization: On Global Convergence in Mean-Field Law

Konstantin Riedl

math.NA 🏛 European journal of applied mathematics 📚 18 cites 3 years ago

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High Performance Solution of Skew-symmetric Eigenvalue Problems with Applications in Solving the Bethe-Salpeter Eigenvalue Problem

Carolin Penke, Andreas Marek, ... (+3 more)

math.NA 🏛 Parallel Computing 📚 17 cites 6 years ago