AIMdyn co-Founder, Dr. Igor Mezic, is in the 0.05 percent of the most influential scientists of all fields in 2023 and no. 54 in a subfield of engineering based on a list compiled annually by Stanford University using the data provided by Elsevier. The selection is based on the top 100,000 scientists (living or deceased) […]
New LAPACK version 3.12 has been released with AIMdyn’s high-performance implementation of Dynamic Mode Decomposition (DMD) with QR-factorization that provides considerable speedup in the case of high-dimensional data. The LAPACK library is a state-of-the-art library/software package for matrix computations. It is used as a computing engine in software tools such as MATLAB, Python, Octave, R.
NEW preprint out on Koopman Learning with Episodic Memory by the fantastic AIMdyn team (Dr. William Redman, Dean Huang, Dr. Maria Fonoberova, and Prof. Igor Mezic) and generously funded by the DARPA Small Business Innovation Research Program (SBIR) Program Office under Contract No. W31P4Q-21-C-0007 to AIMdyn, Inc. https://arxiv.org/abs/2311.12615 Koopman operator theory, a data-driven dynamical systems
AIMdyn team integrates memory in Koopman learning Read More »
Thank you to Dr. Allan Avila and the AIMdyn MINC team for their amazing work with BAE Systems on the DARPA MINC project!
The quote “’It’s tough to make predictions, especially about the future‘” is attributed to a baseball-playing philosopher, Yogi Berra. And yet, we always try, with more or less success.
In the latest contribution, the AI and Data Analytics company AIMdyn, Inc. compared one week ahead predictions of COVID-19 cases on the CDC COVID-19 challenge (https://covid19forecasthub.org/) made by a variety of prominent research groups.
Forecasts and Black Swans Read More »
AIMdyn is so proud of all of our dedicated team members who were able to come to the first AIMdyn Summit and discuss the future of AI and the direction our company is taking. We are rapidly expanding thanks to our team’s hard work and unique set of skills and expertise. We thank our entire
This week AIMdyn, Inc. had a great company summit in Santa Barbara, CA. Read More »
Next week AIMdyn’s team of scientists will present their research at the SIAM Conference on Applications of Dynamical Systems (DS23) that will be held in Portland, OR. See below for brief descriptions of our team’s talks. Monday, May 15. 9:00-9:25 Koopman Reduced Order Modeling with Confidence BoundsRyan MohrAbstract. This talk introduces a reduced order modeling
AIMdyn Researchers Present at the SIAM DS23 Conference Read More »
NEW preprint out on a Koopman operator-based prediction algorithm and its applications to predicting COVID-19 and other pandemics! Done with the fantastic AIMdyn team (Dr. Maria Fonoberova, Dr. Ryan Mohr, Dr. Allan Avila, Aleksandr Andrejcuk and Prof. Igor Mezic) and collaborators at the University of Zagreb (Prof. Zlatko Drmac and Iva Manojlovic) and University of
AIMdyn, Inc. among top award recipients recognized at sixth annual ‘Partner 2 Win’ Supplier Awards SANTA BARBARA, CA – April 6, 2023 – AIMdyn, Inc. today announced it received a BAE Systems ‘Partner 2 Win’ Supplier of the Year award in the category of “FAST LabsTM Technology Innovation Partner Of The Year” at a ceremony
BAE Systems honors AIMdyn, Inc. with a Supplier of the Year award Read More »
NEW preprint out on identifying equivalent optimization of machine learning methods using Koopman operator theory! Done with the fantastic AIMdyn team (William Redman, Dr. Maria Fonoberova, Dr. Ryan Mohr, and Prof. Igor Mezic) and collaborators at Johns Hopkins University (Dr. Juan Bello-Rivas and Prof. Ioannis Kevrekidis), and generously funded by the Air Force Office of
AIMdyn team shows how to measure performance of AI algorithms Read More »
