Please let me know if you would like to explore how our tools and networks can help you better understand and design #complex #dynamical #systems.

Mamba State-Space Models Are Lyapunov-Stable Learners

John Timothy Halloran, Manbir S Gulati, Paul F Roysdon

Action editor: Bamdev Mishra

https://openreview.net/forum?id=wzsYQYs3dO

#recurrent #dynamical #attention

Simply: how do different anaesthetic agents reshape the #dynamical #landscape of neural activity across emergent, macroscopic scales?

We finally had a way to measure it. So, why not be bold enough to test some of our deepest intuitions?

4/n

Enter: #Dynamical #Closure.
What I was really after was how closed macroscopic scales are from their micro-level generators.

And, how this closure might relate to neural dynamics underlying conscious states, and if it is modulated during unresponsiveness.

3/n

The starting intuition is that measures of #emergence shouldn’t just quantify how much emergence there is, but also reveal how the resulting emergent #dynamical #landscape is structured and organised.

The real challenge? Figuring out how to do this across scales.

2/n

Yesterday was closed by my own 3hr tutorial in which I dived into #Dynamical #Closure and #Autonomy as a particular perspective on emergent processes. I introduced a broad theoretical framework and then went in depth about #Dynamical #Independence with a #python #implementation!

https://www.aanda.org/10.1051/0004-6361/202554427

#planets #and #satellites: #dynamical #evolution #and #stability #planets #and #satellites: #individual:

Result Details

Dynamical codes for hardware with noisy readouts

We deliver good design choices for measurement schedules for #dynamical codes in #quantumerrorcorrection in the presence of noisy measurements. And define the "teraquop volume" as a new metric.

arxiv.org/abs/2505.07658

A diagrammatic map showing trajectories (in purple) of many planes (indicated as black aircraft icons) arriving and departing from Newark airport, with many loops. The screenshot indicates a time on the top left: 1:36pm and two names attributed as designers on the bottom left: Daniel Wood and Zach Levitt.

Take our #math undergraduate course to learn how to analyse this #dynamical system 🫣 (from @nytimespr.bsky.social )

Robust Symbolic Regression for Dynamical System Identification

Ramzi Dakhmouche, Ivan Lunati, Hossein Gorji

Action editor: Fredrik Johansson

https://openreview.net/forum?id=ZfPbCFZQbx

#robust #dynamical #flow

https://www.aanda.org/10.1051/0004-6361/202453433

#Kuiper #belt: #general #planets #and #satellites: #dynamical #evolution #and #stability #planets

Event Attributes

Latent Space Energy-based Neural ODEs

Sheng Cheng, Deqian Kong, Jianwen Xie, Kookjin Lee, Ying Nian Wu, Yezhou Yang

Action editor: Markus Heinonen

https://openreview.net/forum?id=hCxtlfvL22

#dynamical #energy #dynamic

The lower/upper Bajocian boundary (Middle Jurassic) in the Casa Chimeneas section: Sierra de Ricote (Murcia Region), southern Spain - Journal of Iberian Geology The Lower Bajocian/Upper Bajocian transition was analysed in the Casa Chimeneas section (JRi3), Sierra de Ricote (Murcia), which is located in the Median Subbetic paleogeographic domain. This stratigr...

🌟 Este estudio no solo amplía nuestro conocimiento sobre la geología de la región, sino que también honra la memoria de un querido colega. 🌟

📰➡️ doi.org/10.1007/s415...

#geologiaurjc #paleontology #Jurassic #URJC #DYNAMICAL #Ricote #Murcia #Ammonites
#Nanofósiles #publicacionDYNAMICAL

The Surface Heat Flow of Mars at the Noachian–Hesperian Boundary The time period around the Noachian–Hesperian boundary, 3.7 billionyears ago, was an epoch when great geodynamical and environmental changes occurred on Mars. Currently available remote sensing data a...

Estos hallazgos nos ayudan a comprender mejor la evolución térmica de Marte y su geodinámica en el pasado.

Revisa el artículo ➡️ doi.org/10.3390/rs17...

#surfaceheatflow #heatloss #crustalthickness #Marte #Mars #geologiaplanetaria #Geodinámica #geodynamic #MarsOdyssey #DYNAMICAL
🚀😊

LINOCS: Lookahead Inference of Networked Operators for Continuous Stability

Noga Mudrik, Eva Yezerets, Yenho Chen, Christopher John Rozell, Adam Shabti Charles

Action editor: William Redman

https://openreview.net/forum?id=A6D3PYSyqJ

#forecasts #ecosystems #dynamical

#Dynamical #visualization of #anisotropic #electromagnetic re-emissions from a single metal micro-helix at #THz frequencies The capability for actual measurements—not just simulations—of the dynamical behavior of THz electromagnetic waves ...

#Supernetwork Associates Drs. Daniele + Cruz at #Madrid AIMS #Dynamical #Systems #conference http://bit.ly/U3unqk http://t.co/WqZdJaz5qP