🏛️ The Numerical Analysis Crypt
math.NA: Where Numerical Analysis papers rest without their code.
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Fast Matrix Inversion and Determinant Computation for Polarimetric Synthetic Aperture Radar
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Parallelizing Over Artificial Neural Network Training Runs with Multigrid
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Proximal Quasi-Newton Methods for Regularized Convex Optimization with Linear and Accelerated Sublinear Convergence Rates
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Stochastic Behavior of the Nonnegative Least Mean Fourth Algorithm for Stationary Gaussian Inputs and Slow Learning
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Notes on Low-rank Matrix Factorization
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Physics-Informed Deep Inverse Operator Networks for Solving PDE Inverse Problems
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Two-Stage Block Orthogonalization to Improve Performance of $s$-step GMRES
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Training Stiff Neural Ordinary Differential Equations with Explicit Exponential Integration Methods
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Computing Effective Resistances on Large Graphs Based on Approximate Inverse of Cholesky Factor
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A simple GPU implementation of spectral-element methods for solving 3D Poisson type equations on rectangular domains and its applications
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Scalable tensor methods for nonuniform hypergraphs
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A range characterization of the single-quadrant ADRT
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Iterative Methods for Computing Eigenvectors of Nonlinear Operators
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Parallel solution of saddle point systems with nested iterative solvers based on the Golub-Kahan Bidiagonalization
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s-Step Orthomin and GMRES implemented on parallel computers
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Efficient Least Residual Greedy Algorithms for Sparse Recovery
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A Shift Selection Strategy for Parallel Shift-Invert Spectrum Slicing in Symmetric Self-Consistent Eigenvalue Computation
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Revisiting Performance of BiCGStab Methods for Solving Systems with Multiple Right-Hand Sides
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Find the dimension that counts: Fast dimension estimation and Krylov PCA
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Artificial Neural Networks in Fluid Dynamics: A Novel Approach to the Navier-Stokes Equations
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Is the Multigrid Method Fault Tolerant? The Multilevel Case
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Ambiguities in one-dimensional phase retrieval from magnitudes of a linear canonical transform
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