SIAM Conference on Applied Linear Algebra (LA21)

SIAM Conference

HAPPENING VIRTUALLY: SIAM Conference on Applied Linear Algebra (LA21)

May 17 - 21, 2021

Virtual Conference


Conference Announcements

Announcements and important information for this conference.


Are you a presenter or Organizer? Check out the LA21 Participant Guide below.

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The online program is now available!

~*Online Program*~

All 2021 SIAM virtual conferences will have a virtual gathering space for attendees.

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Upcoming conference deadlines and important dates.

About the Conference

About the Conference


This is the meeting of the SIAM Activity Group on Linear Algebra.

The 23rd Conference of the International Linear Algebra Society (ILAS 2021) is embedded in LA21.

Linear algebra is an important area of mathematics and it is at the heart of many scientific, engineering, and industrial applications. Research and development in linear algebra include theoretical studies, algorithmic designs and implementations on advanced computer architectures, and applications to various disciplines. The SIAM Conferences on Applied Linear Algebra, organized by SIAM every three years, are the premier international conferences on applied linear algebra, which bring together diverse researchers and practitioners from academia, research laboratories, and industries all over the world to present and discuss their latest work and results on applied linear algebra.

Included Themes

Included Themes
  • Iterative Methods
  • Eigenvalues/SVD
  • Preconditioning
  • Structured Matrices
  • Matrix Factorizations
  • Tensors
  • Multi-modal Data Mining/ Data Fusion
  • Non-linear EV Problems
  • Rational Krylov, Matrix Polynomials
  • Randomized LA
  • LA for Machine Learning
  • Machine Learning for LA
  • Theoretical Computer Science and LA
  • HPC Algorithms and Applications in LA
  • Numerical LA in Control and Reinforced Learning
  • Multigrid
  • Quantum Computing
  • Other applications of LA including: Imaging/Inverse Problems; UQ; Optimization; Computational Materials Science; Industrial Applications

Conference Committees

Related on SIAM News

Conference Sponsors

Funding Agency

SIAM and the Organizing Committee wish to extend their thanks and appreciation to the U.S. National Science Foundation and DOE Office of Advanced Scientific Computing Research for their support.

Ways to Sponsor

SIAM invites you to show support of this meeting through sponsorship opportunities ranging from support of receptions, audio-video needs, to awards for student travel, and more. 

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Thank you to our sponsors

Thank you to our conference sponsors

Thank you to our sponsors

Statement on Equity, Diversity, and Inclusion

As a professional society, SIAM is committed to providing an inclusive climate that encourages the open expression and exchange of ideas, that is free from all forms of discrimination, harassment, and retaliation, and that is welcoming and comfortable to all members and to those who participate in its activities. In pursuit of that commitment, SIAM is dedicated to the philosophy of equality of opportunity and treatment for all participants regardless of gender, gender identity or expression, sexual orientation, race, color, national or ethnic origin, religion or religious belief, age, marital status, disabilities, veteran status, field of expertise, or any other reason not related to scientific merit. This philosophy extends from SIAM conferences, to its publications, and to its governing structures and bodies. We expect all members of SIAM and participants in SIAM activities to work toward this commitment.

If you have experienced or observed behavior that is not consistent with the principles expressed above, you are encouraged to report any violation using the SIAM hotline, hosted by the third-party hotline provider, EthicsPoint. The information you provide will be sent to us by EthicsPoint on a totally confidential and anonymous basis if you should choose. You have our guarantee that your comments will be heard. Please submit reports here.