EDITORIAL
Published on 23 Sep 2022
Editorial: High-performance tensor computations in scientific computing and data science
doi 10.3389/fams.2022.1038885
- 2,033 views
- 1 citation
- Frontiers in Applied Mathematics and Statistics
- Mathematics of Computation and Data Science
- Research Topics
- High-Performance Tensor Computations in Scientific Computing and Data Science
High-Performance Tensor Computations in Scientific Computing and Data Science
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Articles
TECHNOLOGY AND CODE
Published on 06 Jul 2022
ExaTN: Scalable GPU-Accelerated High-Performance Processing of General Tensor Networks at Exascale
doi 10.3389/fams.2022.838601
- 4,438 views
- 17 citations
METHODS
Published on 01 Jun 2022
A Practical Guide to the Numerical Implementation of Tensor Networks I: Contractions, Decompositions, and Gauge Freedom
doi 10.3389/fams.2022.806549
- 7,775 views
- 22 citations
ORIGINAL RESEARCH
Published on 19 Apr 2022
Ubiquitous Nature of the Reduced Higher Order SVD in Tensor-Based Scientific Computing
doi 10.3389/fams.2022.826988
- 4,080 views
- 1 citation
ORIGINAL RESEARCH
Published on 18 Apr 2022
Tensor Processing Primitives: A Programming Abstraction for Efficiency and Portability in Deep Learning and HPC Workloads
doi 10.3389/fams.2022.826269
- 5,699 views
- 8 citations
ORIGINAL RESEARCH
Published on 12 Apr 2022
Accelerating Jackknife Resampling for the Canonical Polyadic Decomposition
doi 10.3389/fams.2022.830270
- 1,673 views
ORIGINAL RESEARCH
Published on 07 Apr 2022
Iterator-Based Design of Generic C++ Algorithms for Basic Tensor Operations
doi 10.3389/fams.2022.806537
- 2,490 views
ORIGINAL RESEARCH
Published on 30 Mar 2022
CPD-Structured Multivariate Polynomial Optimization
doi 10.3389/fams.2022.836433
- 2,506 views
ORIGINAL RESEARCH
Published on 17 Mar 2022
Block Row Kronecker-Structured Linear Systems With a Low-Rank Tensor Solution
doi 10.3389/fams.2022.832883
- 3,646 views
- 2 citations
ORIGINAL RESEARCH
Published on 25 Feb 2022
Dictionary-Based Low-Rank Approximations and the Mixed Sparse Coding Problem
doi 10.3389/fams.2022.801650
- 5,464 views
ORIGINAL RESEARCH
Published on 07 Sep 2021
A Block-Sparse Tensor Train Format for Sample-Efficient High-Dimensional Polynomial Regression
doi 10.3389/fams.2021.702486
- 3,632 views
- 4 citations
