Happy Birthday Dear Maryam! Celebrating Maryam Mirzakhani's birthday anniversary with a special gift—a mug featuring her portrait! 🎉 Truly one of the best presents ever. Remembering her remarkable contributions to mathematics and her inspiring legacy. #MaryamMirzakhani

Evidence is emerging LLM's are linear representations of sequences lnkd.in/gY5NqKkT . I conjectured this in sinews.siam.org/Details-Page/t…

🚀We're seeking a passionate postdoc to join our team and work on #DynamicalSystems, #GenerativeAI, and #Neuroimaging, focused on #mentalhealth. Start date: Oct. 2024 or soon after. Interested? Contact me and share with your network! #Postdoc #Research #MentalHealthResearch

Interested in investigating how neuronal dynamics supports reinforcement learning? Join us! 📢 PhD position in the Brain Dynamics Laboratory at SantAnnaPisa, Italy. #RNN #ReinforcementLearning #compneuro Deadline: at 13:00 of the 29 July 2024. unicam.it/bandi/2024/ban…

Honored to receive prestigious #BMBF funding in #AI to establish my junior research group! Returning from TU München to Uni Heidelberg in Sept 2024. Seeking 1 Postdoc, and 2 PhD students. Apply by July 20 if you're passionate about the #Mathematical_Foundations_of_AI

If you are around for #ASSC27 and want to hear about decision-theoretic approaches to perceptual multistability, come to my talk!

How Will You Use PyKMD? Share Your Ideas! We’re excited to announce the launch of PyKMD, our cutting-edge software for time series data analysis! Now, we want to hear from you: how do you plan to use PyKMD in your work or research? #DataScience #Machinelearning #AI #koopman

The pro Koopman modeling tool is soon to be released!!! #AI #ML #Koopman #TimeSeries

تیم ملی ایران در نخستین المپیاد جهانی هوش مصنوعی ✌️

Data-driven linearization (DDL) explains dynamic mode decomposition (DMD) as a first-order, approximate linearization of the dynamics on a dominant spectral submanifold. DDL then refines this linearization to higher orders with increased accuracy. link.springer.com/article/10.100…

امیرعلی عسگری: طلا امیرحسین فرخنده‌فر و امیررضا درستی: نقره پارسا فرج‌پور: برنز تیم ملی ایران در المپیاد جهانی کامپیوتر ۲۰۲۴ مصر ✌️

Just wanted to stop by & say: We have 2 new accepted #NeurIPS2024 papers: 1) Manuel Brenner , Hemmer, Zahra Monfared, DD: Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction --> *this takes DSR to a new level!*, details to follow

Symbolic dynamics bridges from #DynamicalSystems to computation/ #AI! In our #NeurIPS2024 (NeurIPS Conference) paper we present a new network architecture, Almost-Linear RNNs, that finds most parsimonious piecewise-linear representations of DS from data: arxiv.org/abs/2410.14240 1/4

AI for dynamical systems: the architecture that incorporates 1) a block of DNN for embeddings (feature engineering) and 2) a block of Koopman Operator based predictor/controller is emerging as a promising one in terms of accuracy and lean computation. Kolmogorov Arnold Networks