This article was accepted into the corpus but its outbound wikilinks were never NER-processed — typical at the deepest BFS hop or when the run's entity cap was reached. No expansion funnel to show.
| ACM Transactions on Mathematical Software | |
|---|---|
| Title | ACM Transactions on Mathematical Software |
| Discipline | Computational mathematics |
| Publisher | Association for Computing Machinery |
| Country | United States |
| History | 1975–present |
| Frequency | Quarterly |
| Issn | 0098-3500 |
ACM Transactions on Mathematical Software
ACM Transactions on Mathematical Software is a peer-reviewed journal publishing research on software for numerical and symbolic computation. It serves as a forum for advances in algorithm design, software engineering for scientific computing, and reproducible computational methods. Authors associated with institutions such as Massachusetts Institute of Technology, Stanford University, University of Cambridge, Princeton University, and University of Tokyo have contributed to its pages, while its readership spans members of organizations like the Association for Computing Machinery, Society for Industrial and Applied Mathematics, Los Alamos National Laboratory, Lawrence Berkeley National Laboratory, and Argonne National Laboratory.
Founded in the mid-1970s, the journal emerged during a period marked by developments at Bell Labs, IBM Research, Sandia National Laboratories, Oak Ridge National Laboratory, and National Aeronautics and Space Administration facilities, where demand for reliable computational software intensified. Early issues reflected influences from conferences such as the International Conference on Numerical Analysis and collaborations among research groups at University of California, Berkeley, ETH Zurich, École Polytechnique, Cornell University, and University of Illinois at Urbana–Champaign. Over decades the journal has paralleled milestones including the introduction of the Fortran 77 standard, the evolution of libraries like LAPACK, the release of systems such as MATLAB, and the proliferation of high-performance computing at centers like CERN and Fermilab.
The journal covers software for numerical linear algebra, optimization, differential equations, statistical computing, and symbolic computation, connecting communities at SIAM Annual Meeting, NeurIPS, International Congress of Mathematicians, Supercomputing Conference, and ACM Programming Languages. Typical topics link to work on libraries and tools developed at places such as Numerical Algorithms Group, Netlib, Cray Research, Intel Corporation, and NVIDIA. Articles address algorithmic stability, performance portability for architectures from x86 to ARM and GPUs, and software engineering practices influenced by projects from Google, Microsoft Research, Facebook AI Research, and open-source foundations like the Linux Foundation.
Editorial leadership has included editors and editorial board members affiliated with Harvard University, Yale University, University of Oxford, University of Chicago, and California Institute of Technology. The peer-review process engages reviewers drawn from research groups at Imperial College London, Technical University of Munich, Peking University, Tsinghua University, and national laboratories such as Pacific Northwest National Laboratory. The board enforces policies promoting reproducibility influenced by initiatives from National Science Foundation, European Research Council, Wellcome Trust, and standards groups like the Institute of Electrical and Electronics Engineers.
Traditionally issued quarterly, the journal maintains a schedule comparable to other periodicals published by Association for Computing Machinery and similar to serials produced at Oxford University Press and Springer Nature. Articles vary from short communications to long-form software descriptions and accompany supplementary material such as source code archives and test suites hosted with assistance from repositories and infrastructures associated with GitHub, Zenodo, Figshare, and institutional repositories at University of Michigan and University of Toronto.
The journal has published influential articles on algorithmic foundations and software implementations that have been cited by authors at Stanford University School of Engineering, Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory, Columbia University, Duke University, and Johns Hopkins University. Contributions have influenced widely used software such as BLAS and LAPACK implementations, and have intersected with applied projects at NASA Jet Propulsion Laboratory, European Space Agency, Boeing, and Siemens. The journal’s impact is recognized alongside citations in works from researchers at Bell Labs Research, AT&T Research, Adobe Systems, and academic treatises used in courses at Princeton University Department of Computer Science.
The journal is indexed in major services maintained by organizations like Clarivate Analytics, Scopus (Elsevier), MathSciNet (American Mathematical Society), zbMATH Open, and databases used by libraries such as Library of Congress, British Library, National Library of Medicine, and consortia including Research Libraries UK. Metadata and abstracts are harvested by aggregators linked to infrastructures at Google Scholar, CrossRef, ORCID, and scholarly platforms run by WorldCat.
Papers and software first published in the journal have been recognized by awards and prizes conferred by institutions and bodies including the Association for Computing Machinery awards committees, the Society for Industrial and Applied Mathematics prizes, medals such as those awarded by Royal Society, and recognition from national funding agencies including National Science Foundation and European Commission research awards. Individual contributors have been honored with fellowships from Royal Society of Edinburgh, memberships in the National Academy of Engineering, and prizes linked to conferences like the ACM SIGPLAN and ACM SIGARCH events.
Category:Academic journals Category:Association for Computing Machinery academic journals Category:Mathematics journals