Top Tweets for #Koopmanoperator
Koopmanistas: a new tutorial-style paper on Koopman for control https://t.co/uhMr86cAS3, to accompany the Workshop at the CDC 2026 https://t.co/C6RHoiR6C9 Looking forward to seeing you there! #AI #ML #KoopmanOperator #DynamicalSystems #ControlTheory @IEEEorg
For those interested in more foundational mathematical concepts and results in Koopman Operator Theory, here is my new paper that describes these in some detail: https://t.co/0EBoDheivB #KoopmanOperator #AI #ML
As a part of the #KoopmanOperator Forum, we started a sequence of online talks. The next one is the KOT zoom seminar on Wednesday April 22nd at 12pm U.S. Eastern Daylight Time. Our speaker is Matthew Colbrook. For prior talks see the KOT YouTube channel https://t.co/skmH3N5Aon
Title: Trustworthy Koopmanism: Spectra, Forecasting, and Open Challenges
Zoom link: https://t.co/a3GcLCHtCz
#AI #ML #DynamicalSystems
The use of Koopman operator theory in control is advancing at a fast pace. Here is a survey of theoretical guarantees that establish the backbone for computations and applications https://t.co/XhpXyqSNJo. #Koopmanoperator #controltheory #AI #ML
Last May, we held a workshop in Otranto, Italy, connecting Koopman operator theory and climate science. Here is a writeup on it https://t.co/RYwEyvjkLy #AI #Koopmanoperator #ML #dynamicalsystems #chaostheory
Koopman Operator Theory provides a framework for #metalearning of #neuralnetworks . Our paper https://t.co/kXOFz8qmYz - accepted as #NeurIPS highlight - with @wredman4 et al. provides methodology for comparing neural network training protocols. #AI #ML #KoopmanOperator #DynamicalSystems
Nice recognition by the USA Today that #Koopmanoperator based AI systems provide a framework for real time diagnostics and reasoning for network security threats! Congrats to everyone at @MixModeAI ! #AI #ML
🚀 Big news! MixMode has been recognized by @USATODAY as one of the Top 10 AI Companies to Watch in 2024! 🎉
AI omnipresent these days but most of the news we hear are about LLM's and generative AI for visuals. There is much more use for #AI , some in areas such as human ability improvement. Here is one that can be applied to rehabilitation from hand injuries #KoopmanOperator #ML https://t.co/LVIHnGqQpa
For Koopman modelers: I added to my Youtube channel the series of videos on the PyKMD software. https://t.co/BW7w5bCcPI #AI #KoopmanOperator #ML #DynamicalSystems
My July lecture at the Fields Institute on "The Operator is the Model" is at https://t.co/rqy0D8fK3O #AI #ML #dynamicalsystems #KoopmanOperator #theoperatoristhemodel
🎉 We're thrilled to see so many users signing up for #PyKMD! Haven't joined yet? Enjoy a 21-day free trial and transform your data analysis.
Sign up now: https://t.co/Ag5jV52ZXx
Stay tuned for our upcoming webinar demo! 🚀
#DataAnalysis #AIMdyn #KoopmanModeling #Webinar
Current approach to AI is a road to energy ruin. In the meantime our brains continue to provide general intelligence at 20W. This can be had, but with an alternative, dynamical systems-rooted technology. https://t.co/KkHsgvcnPu #AI #ML #KoopmanOperator
A great new paper by Antonio Navarra and collaborators that shows the power of Koopman operator based approaches in understanding climate processes. https://t.co/quahZ366yb #AI #ML #Koopmanoperator #climate
@DynamicsSIAM
January 19th -
It's the birthday of Bernard Koopman in 1900 in Paris, France.
It's Koopmania Day!
#Koopmanoperator
https://t.co/Gd6riVZUyE
Koopman meets Schur. Accurate computation ensues 😃 #Koopmanoperator #AI #machinelearning #controltheory #dynamicalsystems https://t.co/HXQxI109TT
Nice work on determining stability boundaries based on 0-level sets of Koopman Eigenfunctions https://t.co/in35tkxpN5 #Koopmanoperator #AI #ML #controltheory #dynamicalsystems
Hankel-DMD is a useful tool in #Koopmanoperator based #ML machine learning of dynamical systems. The first publication on it is https://t.co/u3TXkAmZaj This somehow seems to be forgotten by the current literature.
From our latest paper on "Koopman Learning with Episodic Memory": Koopman framework builds relationships 😀 #AI #ML #Koopmanoperator
@wredman4 @aimdyn
Koopman framework now has memory 😀 Great work @wredman4 !! https://t.co/2cdhSQU1De #Koopmanoperator #AI #ML #dynamicalsystems
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