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An overview of the Trilinos project

Heroux, Michael A., Bartlett, Roscoe A., Howle, Vicki E., Hoekstra, Robert J., Hu, Jonathan J., Kolda, Tamara G., Lehoucq, Richard B., Long, Kevin R., Pawlowski, Roger P., Phipps, Eric T., Salinger, Andrew G., Thornquist, Heidi K., Tuminaro, Ray S., Willenbring, James M., Williams, Alan, Stanley, Kendall S.·2005·ACM Transactions on Mathematical Software

Abstract

The Trilinos Project is an effort to facilitate the design, development, integration, and ongoing support of mathematical software libraries within an object-oriented framework for the solution of large-scale, complex multiphysics engineering and scientific problems. Trilinos addresses two fundamental issues of developing software for these problems: (i) providing a streamlined process and set of tools for development of new algorithmic implementations and (ii) promoting interoperability of independently developed software.Trilinos uses a two-level software structure designed around collections of packages . A Trilinos package is an integral unit usually developed by a small team of experts in a particular algorithms area such as algebraic preconditioners, nonlinear solvers, etc. Packages exist underneath the Trilinos top level, which provides a common look-and-feel, including configuration, documentation, licensing, and bug-tracking.Here we present the overall Trilinos design, describing our use of abstract interfaces and default concrete implementations. We discuss the services that Trilinos provides to a prospective package and how these services are used by various packages. We also illustrate how packages can be combined to rapidly develop new algorithms. Finally, we discuss how Trilinos facilitates high-quality software engineering practices that are increasingly required from simulation software.

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Metadata

Authors
Heroux, M. A., Bartlett, R. A., Howle, V. E., Hoekstra, R. J., Hu, J. J., Kolda, T. G., Lehoucq, R. B., Long, K. R., Pawlowski, R. P., Phipps, E. T., Salinger, A. G., Thornquist, H. K., Tuminaro, R. S., Willenbring, J. M., Williams, A., & Stanley, K. S.
Venue
ACM Transactions on Mathematical Software
Published
2005-09
Volume
31
Issue
3
Pages
397-423
ISSN
  • 0098-3500 (ISSN-L)
  • 1557-7295
OpenAlex
W2022916138
Cited by
1,048
References
15
FWCI
21.02
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: An overview of the Trilinos project. https://app.cochat.ai/papers/10.1145/1089014.1089021
The paper
Heroux, M. A., Bartlett, R. A., Howle, V. E., Hoekstra, R. J., Hu, J. J., Kolda, T. G., Lehoucq, R. B., Long, K. R., Pawlowski, R. P., Phipps, E. T., Salinger, A. G., Thornquist, H. K., Tuminaro, R. S., Willenbring, J. M., Williams, A., & Stanley, K. S. (2005). An overview of the Trilinos project. ACM Transactions on Mathematical Software. https://doi.org/10.1145/1089014.1089021

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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.