Stanimire Tomov

Nvidia (United States) — United States

Computer Science · Physical Sciences

45h-index7.2kcitations320works1.72yr avg
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Research Topics

Parallel Computing and Optimization Techniques(204), Matrix Theory and Algorithms(126), Distributed and Parallel Computing Systems(59), Advanced Data Storage Technologies(55), Numerical Methods and Algorithms(41)

Publications320 total

Interface for Sparse Linear Algebra Operations
arXiv (Cornell University)·2024Open Access
PyMAGMA: A Python Interface for MAGMA
2024
Using Graph Neural Networks to Predict Gene-Autoimmune Disease Associations
2024
Implementing Single-precision and Half-precision Tensor Operations
2024
MAGMA: Enabling exascale performance with accelerated BLAS and LAPACK for diverse GPU architectures
The International Journal of High Performance Computing Applications·2024· 9 citedOpen Access
Batched sparse and mixed-precision linear algebra interface for efficient use of GPU hardware accelerators in scientific applications
Future Generation Computer Systems·2024· 1 cited
GPU-based LU Factorization and Solve on Batches of Matrices with Band Structure
2023· 2 cited
PAQR: Pivoting Avoiding QR factorization
2023· 4 cited
CEED ECP Milestone Report: Support ECP applications in their exascale challenge problem runs
Zenodo (CERN European Organization for Nuclear Research)·2023· 1 citedOpen Access
Addressing Irregular Patterns of Matrix Computations on GPUs and Their Impact on Applications Powered by Sparse Direct Solvers
2022· 5 cited
Extending MAGMA Portability with OneAPI
2022· 3 cited
A Python Library for Matrix Algebra on GPU and Multicore Architectures
2022 IEEE 19th International Conference on Mobile Ad Hoc and Smart Systems (MASS)·2022· 2 cited
CEED ECP Milestone Report: Improve performance and capabilities of CEED-enabled ECP applications on Frontier/Aurora EA
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
CEED ECP Milestone Report: Improve performance and capabilities of CEED-enabled ECP applications on Frontier/Aurora EA
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Lossy all-to-all exchange for accelerating parallel 3-D FFTs on hybrid architectures with GPUs
2022· 2 cited
GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022Open Access
Performance Analysis of Parallel FFT on Large Multi-GPU Systems
2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)·2022· 4 cited
CEED ECP Milestone Report: High-order algorithmic developments and optimizations for more robust exascale applications
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
CEED ECP Milestone Report: High-order algorithmic developments and optimizations for more robust exascale applications
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Batch QR Factorization on GPUs: Design, Optimization, and Tuning
Lecture notes in computer science·2022· 6 cited
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Frequent Co-authors

Jack Dongarra(38), Azzam Haidar(15), Piotr Łuszczek(13), Jakub Kurzak(8), Ahmad Abdelfattah(8), Hatem Ltaief(6), Rajib Nath(6), Marc Baboulin(5), Ichitaro Yamazaki(5), Tingxing Dong(5), Emmanuel Agullo(4), Julien Langou(4), Nicholas J. Higham(4), Mark Gates(4), Alfredo Buttari(3), Hartwig Anzt(3), Cédric Augonnet(3), Veselin Dobrev(3), Tzanio Kolev(3), Peng Du(2)