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Graphical Processing Units for Quantum Chemistry

Ufimtsev, Ivan S., Martínez, Todd J.·2008·Computing in Science & Engineering

Abstract

Graphical processing units (GPUs) are rapidly outpacing conventional CPUs in computational performance. The authors provide a brief overview of electronic structure theory and detail their experiences implementing quantum chemistry methods on the GPU, demonstrating speedups of up to 93x for direct self-consistent field calculations on a variety of molecules. They analyze the performance of the algorithms in terms of floating-point operations and memory bandwidth. They also assess the adequacy of the single-precision accuracy for quantum chemistry applications.

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Metadata

Authors
Ufimtsev, I. S., & Martínez, T. J.
Venue
Computing in Science & Engineering
Published
2008-11
Volume
10
Issue
6
Pages
26-34
ISSN
1521-9615 (ISSN-L)
OpenAlex
W1998484176
Cited by
198
References
0
FWCI
21.39
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Graphical Processing Units for Quantum Chemistry. https://app.cochat.ai/papers/10.1109/mcse.2008.148
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Ufimtsev, I. S., & Martínez, T. J. (2008). Graphical Processing Units for Quantum Chemistry. Computing in Science & Engineering. https://doi.org/10.1109/mcse.2008.148

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.