🏛️ The Mathematical Software Crypt

🌅 🌅 Old Age

SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python

Pauli Virtanen, Ralf Gommers, ... (+33 more)

cs.MS 🏛 arXiv 📚 483 cites 6 years ago

🌅 🌅 Old Age

CSR5: An Efficient Storage Format for Cross-Platform Sparse Matrix-Vector Multiplication

Weifeng Liu, Brian Vinter

cs.MS 🏛 ICS 📚 309 cites 11 years ago

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Mathematical Foundations of the GraphBLAS

Jeremy Kepner, Peter Aaltonen, ... (+14 more)

cs.MS 🏛 HPEC 📚 244 cites 9 years ago

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The DUNE Framework: Basic Concepts and Recent Developments

Peter Bastian, Markus Blatt, ... (+10 more)

cs.MS 🏛 Computers and Mathematics with Applications 📚 144 cites 6 years ago

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Format Abstraction for Sparse Tensor Algebra Compilers

Stephen Chou, Fredrik Kjolstad, Saman Amarasinghe

cs.MS 🏛 PACMPL 📚 138 cites 7 years ago

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AMReX: Block-Structured Adaptive Mesh Refinement for Multiphysics Applications

Weiqun Zhang, Andrew Myers, ... (+3 more)

cs.MS 🏛 The international journal of high performance computing applications 📚 124 cites 5 years ago

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Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients

William S. Moses, Valentin Churavy

cs.MS 🏛 NeurIPS 📚 114 cites 5 years ago

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AMGCL: an Efficient, Flexible, and Extensible Algebraic Multigrid Implementation

Denis Demidov

cs.MS 🏛 Lobachevskii Journal of Mathematics 📚 98 cites 7 years ago

🌅 🌅 Old Age

A Framework for General Sparse Matrix-Matrix Multiplication on GPUs and Heterogeneous Processors

Weifeng Liu, Brian Vinter

cs.MS 🏛 J. Parallel Distributed Comput. 📚 98 cites 10 years ago

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CLBlast: A Tuned OpenCL BLAS Library

Cedric Nugteren

cs.MS 🏛 ICO W 📚 92 cites 8 years ago

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An efficient hybrid tridiagonal divide-and-conquer algorithm on distributed memory architectures

Shengguo Li, Francois-Henry Rouet, ... (+4 more)

cs.MS 🏛 J.CAM 📚 90 cites 9 years ago

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High-Performance Tensor Contraction without Transposition

Devin A. Matthews

cs.MS 🏛 SIAM Journal on Scientific Computing 📚 81 cites 9 years ago

🌅 🌅 Old Age

Encog: Library of Interchangeable Machine Learning Models for Java and C#

Jeff Heaton

cs.MS 🏛 JMLR 📚 80 cites 10 years ago

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UBL: an R package for Utility-based Learning

Paula Branco, Rita P. Ribeiro, Luis Torgo

cs.MS 🏛 arXiv 📚 77 cites 9 years ago

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Accelerating Sparse Matrix-Matrix Multiplication with GPU Tensor Cores

Orestis Zachariadis, Nitin Satpute, ... (+2 more)

cs.MS 🏛 Computers & electrical engineering 📚 70 cites 5 years ago

🌅 🌅 Old Age

Speculative Segmented Sum for Sparse Matrix-Vector Multiplication on Heterogeneous Processors

Weifeng Liu, Brian Vinter

cs.MS 🏛 Parallel Computing 📚 70 cites 10 years ago

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Efficient Differentiable Programming in a Functional Array-Processing Language

Amir Shaikhha, Andrew Fitzgibbon, ... (+3 more)

cs.MS 🏛 PACMPL 📚 65 cites 7 years ago

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Acceleration of tensor-product operations for high-order finite element methods

Kasia Świrydowicz, Noel Chalmers, ... (+2 more)

cs.MS 🏛 The international journal of high performance computing applications 📚 65 cites 8 years ago

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A Unified Optimization Approach for Sparse Tensor Operations on GPUs

Bangtian Liu, Chengyao Wen, ... (+2 more)

cs.MS 🏛 ICCC 📚 65 cites 8 years ago

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High performance Python for direct numerical simulations of turbulent flows

Mikael Mortensen, Hans Petter Langtangen

cs.MS 🏛 Computer Physics Communications 📚 65 cites 10 years ago

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OpenSBLI: A framework for the automated derivation and parallel execution of finite difference solvers on a range of computer architectures

Christian T. Jacobs, Satya P. Jammy, Neil D. Sandham

cs.MS 🏛 J.CS 📚 64 cites 9 years ago

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Toward Performance-Portable PETSc for GPU-based Exascale Systems

Richard Tran Mills, Mark F. Adams, ... (+12 more)

cs.MS 🏛 Parallel Computing 📚 60 cites 5 years ago

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PRIMME_SVDS: A High-Performance Preconditioned SVD Solver for Accurate Large-Scale Computations

Lingfei Wu, Eloy Romero, Andreas Stathopoulos

cs.MS 🏛 SIAM Journal on Scientific Computing 📚 58 cites 9 years ago

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Batched QR and SVD Algorithms on GPUs with Applications in Hierarchical Matrix Compression

Wajih Halim Boukaram, George Turkiyyah, ... (+2 more)

cs.MS 🏛 Parallel Computing 📚 50 cites 8 years ago