🏛️ The Mathematical Software Crypt

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HPTT: A High-Performance Tensor Transposition C++ Library

Paul Springer, Tong Su, Paolo Bientinesi

cs.MS 🏛 ARRAY@PLDI 📚 50 cites 8 years ago

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lbmpy: Automatic code generation for efficient parallel lattice Boltzmann methods

Martin Bauer, Harald Köstler, Ulrich Rüde

cs.MS 🏛 J.CS 📚 43 cites 6 years ago

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A Practical Guide to Randomized Matrix Computations with MATLAB Implementations

Shusen Wang

cs.MS 🏛 arXiv 📚 42 cites 10 years ago

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Auto-Differentiating Linear Algebra

Matthias Seeger, Asmus Hetzel, ... (+3 more)

cs.MS 🏛 arXiv 📚 41 cites 8 years ago

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Best Practices for Replicability, Reproducibility and Reusability of Computer-Based Experiments Exemplified by Model Reduction Software

Jörg Fehr, Jan Heiland, ... (+2 more)

cs.MS 🏛 arXiv 📚 41 cites 9 years ago

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Large-Scale Discrete Fourier Transform on TPUs

Tianjian Lu, Yi-Fan Chen, ... (+3 more)

cs.MS 🏛 IEEE Access 📚 36 cites 6 years ago

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mplrs: A scalable parallel vertex/facet enumeration code

David Avis, Charles Jordan

cs.MS 🏛 Mathematical Programming Computation 📚 32 cites 10 years ago

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An object oriented parallel finite element scheme for computations of PDEs: Design and implementation

Sashikumaar Ganesan, Volker John, ... (+4 more)

cs.MS 🏛 ICHPC W 📚 31 cites 9 years ago

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An Incremental Singular Value Decomposition Approach for Large-Scale Spatially Parallel & Distributed but Temporally Serial Data -- Applied to Technical Flows

Niklas Kühl, Hendrik Fischer, ... (+2 more)

cs.MS 🏛 Computer Physics Communications 📚 28 cites 3 years ago

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Automatic Generation of Efficient Sparse Tensor Format Conversion Routines

Stephen Chou, Fredrik Kjolstad, Saman Amarasinghe

cs.MS 🏛 ACM-SIGPLAN Symposium on Programming Language Design and Implementation 📚 28 cites 6 years ago

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A Benchmark of Selected Algorithmic Differentiation Tools on Some Problems in Computer Vision and Machine Learning

Filip Šrajer, Zuzana Kukelova, Andrew Fitzgibbon

cs.MS 🏛 Optim. Methods Softw. 📚 25 cites 7 years ago

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Flexible Performant GEMM Kernels on GPUs

Thomas Faingnaert, Tim Besard, Bjorn De Sutter

cs.MS 🏛 IEEE TPDS 📚 23 cites 5 years ago

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Yet Another Tensor Toolbox for discontinuous Galerkin methods and other applications

Carsten Uphoff, Michael Bader

cs.MS 🏛 ACM Transactions on Mathematical Software 📚 23 cites 7 years ago

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Owl: A General-Purpose Numerical Library in OCaml

Liang Wang

cs.MS 🏛 arXiv 📚 22 cites 8 years ago

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A Domain-Specific Language and Editor for Parallel Particle Methods

Sven Karol, Tobias Nett, ... (+2 more)

cs.MS 🏛 ACM Transactions on Mathematical Software 📚 21 cites 9 years ago

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Enhancing speed and scalability of the ParFlow simulation code

Carsten Burstedde, Jose A. Fonseca, Stefan Kollet

cs.MS 🏛 Computational Geosciences 📚 21 cites 9 years ago

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MPI+X: task-based parallelization and dynamic load balance of finite element assembly

Marta Garcia-Gasulla, Guillaume Houzeaux, ... (+5 more)

cs.MS 🏛 International journal of computational fluid dynamics (Print) 📚 20 cites 7 years ago

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The Linear Algebra Mapping Problem. Current state of linear algebra languages and libraries

Christos Psarras, Henrik Barthels, Paolo Bientinesi

cs.MS 🏛 ACM Transactions on Mathematical Software 📚 17 cites 6 years ago

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A general-purpose hierarchical mesh partitioning method with node balancing strategies for large-scale numerical simulations

Fande Kong, Roy H. Stogner, ... (+5 more)

cs.MS 🏛 ACM SIGPLAN Symposium on Scala 📚 17 cites 7 years ago

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TTC: A high-performance Compiler for Tensor Transpositions

Paul Springer, Jeff R. Hammond, Paolo Bientinesi

cs.MS 🏛 ACM Transactions on Mathematical Software 📚 17 cites 10 years ago

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ChASE: Chebyshev Accelerated Subspace iteration Eigensolver for sequences of Hermitian eigenvalue problems

Jan Winkelmann, Paul Springer, Edoardo Di Napoli

cs.MS 🏛 ACM Transactions on Mathematical Software 📚 16 cites 7 years ago

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Locality Optimized Unstructured Mesh Algorithms on GPUs

András Attila Sulyok, Gábor Dániel Balogh, ... (+2 more)

cs.MS 🏛 J. Parallel Distributed Comput. 📚 15 cites 8 years ago

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Domain-Specific Acceleration and Auto-Parallelization of Legacy Scientific Code in FORTRAN 77 using Source-to-Source Compilation

Wim Vanderbauwhede, Gavin Davidson

cs.MS 🏛 Computers & Fluids 📚 15 cites 8 years ago

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Unstructured Overlapping Mesh Distribution in Parallel

Matthew G. Knepley, Michael Lange, Gerard J. Gorman

cs.MS 🏛 arXiv 📚 15 cites 10 years ago