Tootfinder

Blinded by the blinkenlights
#mntpocketreform

reform/mleds at main · amospalla/reform
Personal MNT Pocket Reform scripts. Contribute to amospalla/reform development by creating an account on GitHub.

🇺🇦 #NowPlaying on KEXP's #MorningShow
Melody’s Echo Chamber:
🎵 Into Shadows
#MelodysEchoChamber
https://melodysechochamber.bandcamp.com/track/into-shadows
https://open.spotify.com/track/5OSAHbp7LCACTxswtIdghY

A multiscale analysis of mean-field transformers in the moderate interaction regime
Giuseppe Bruno, Federico Pasqualotto, Andrea Agazzi
https://arxiv.org/abs/2509.25040 https://…

A multiscale analysis of mean-field transformers in the moderate interaction regime
In this paper, we study the evolution of tokens through the depth of encoder-only transformer models at inference time by modeling them as a system of particles interacting in a mean-field way and studying the corresponding dynamics. More specifically, we consider this problem in the moderate interaction regime, where the number $N$ of tokens is large and the inverse temperature parameter $β$ of the model scales together with $N$. In this regime, the dynamics of the system displays a multiscal…

Binary Representation in Multicomplex and Clifford Algebras
Derek Courchesne, S\'ebastien Tremblay
https://arxiv.org/abs/2509.23369 https://arxiv.org/p…

Binary Representation in Multicomplex and Clifford Algebras
Using a binary representation for basis elements of an algebra combined with a framework of multiplier and index functions, a connection has been established between the structure of a large class of algebras and the XOR componentwise operation. This result covers both multicomplex and Clifford algebras of any dimension. Necessary conditions for the existence of a diagonal basis are derived directly from this result, with an algorithm-like method to obtain it through a change-of-coordinates mat…

Low-Complexity Receiver Design for Multicarrier CAPA-based Systems in Doubly-Dispersive Channels
Kuranage Roche Rayan Ranasinghe, Giuseppe Thadeu Freitas de Abreu, Emil Bj\"ornson
https://arxiv.org/abs/2509.24941

Low-Complexity Receiver Design for Multicarrier CAPA-based Systems in Doubly-Dispersive Channels
We propose a novel low-complexity receiver design for multicarrier continuous aperture array (CAPA) systems operating over doubly-dispersive (DD) channels. The receiver leverages a Gaussian Belief Propagation (GaBP)-based framework that hinges only on element-wise scalar operations for the detection of the transmitted symbols. Simulation results for the orthogonal frequency division multiplexing (OFDM), orthogonal time frequency space (OTFS), and affine frequency division multiplexing (AFDM) wa…

On the rotating nonlinear Klein-Gordon equation with multiscale effects: structure-preserving methods and applications to vortex dynamics
Meng Li, Chunyan Niu, Huifei Wang, Junjun Wang
https://arxiv.org/abs/2509.23191

On the rotating nonlinear Klein-Gordon equation with multiscale effects: structure-preserving methods and applications to vortex dynamics
We study numerical methods for the rotating nonlinear Klein-Gordon (RKG) equation, a fundamental model in relativistic quantum physics, which exhibits highly oscillatory multiscale behavior due to the presence of a small parameter ε. The RKG equation models rotating galaxies under the Minkowski metric and also provides an effective description of phenomena such as cosmic superfluids. This work focuses on the development and rigorous analysis of structure-preserving Galerkin finite element meth…

Noch einige der zuletzt hier besonders häufig geteilten #News:
EU-Kommission wirft Meta unzureichende Meldesysteme bei Beschwerden vor

havent paid much attention to the ireland situation but its delightfully appropriate she looks like shes wearing the facemasks and molds they made for 2000s fantasy blockbusters 24/7

Samson rocking his cyberpunk sweatshirt for the cold season. #dogsofmastodon