Tootfinder

A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management
Julian Oelhaf, Georg Kordowich, Mehran Pashaei, Christian Bergler, Andreas Maier, Johann J\"ager, Siming Bayer
https://arxiv.org/abs/2509.09053

A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management
The integration of renewable and distributed energy resources reshapes modern power systems, challenging conventional protection schemes. This scoping review synthesizes recent literature on machine learning (ML) applications in power system protection and disturbance management, following the PRISMA for Scoping Reviews framework. Based on over 100 publications, three key objectives are addressed: (i) assessing the scope of ML research in protection tasks; (ii) evaluating ML performance across …

Dream Destroyer – the found is feeling again #feeling #music https://muz4now.com/2025/dream-destroy

Dream Destroyer - the found is feeling again
Stan Stewart - @muz4now

I made a poll to see what generation do programmers in the Fediverse belong. 1,184 of you participated, and this resulted in the following distribution:
82.88 of you reported being a Baby Boomer.
473.6 of you said you belong to Generation X.
532.8 of you said you are Millennials.
82.88 of you said you don't belong to any of these three.
I was surprised to see these many Generation Xers at 40%, vs Millenials at 45%.

New York Attorney General Letitia James today issued the following statement after she was indicted by the U.S. Attorney’s office of the Eastern District of Virginia. 
“This is nothing more than a continuation of the president’s desperate weaponization of our justice system.
He is forcing federal law enforcement agencies to do his bidding,
all because I did my job as the New York State Attorney General.  
“These charges are baseless,
and the president’s own publi…

Attorney General Letitia James Issues Statement on Donald Trump’s Weaponization of the Department of Justice
NEW YORK – New York Attorney General Letitia James today issued the following statement after she was indicted by the U.S. Attorney’s office of the Eastern

Addressing requirements for crosstalk-free quantum-gate operation in many-body nanofiber cavity QED systems
Tim Keller, Seigo Kikura, Rui Asaoka, Yasunari Suzuki, Yuuki Tokunaga, Takao Aoki
https://arxiv.org/abs/2509.08408

Addressing requirements for crosstalk-free quantum-gate operation in many-body nanofiber cavity QED systems
A distributed network architecture in which flying photons connect individual modules containing stationary atomic qubits is a promising approach for scaling up neutral-atom based quantum-computing platforms. We consider an all-fiber based platform consisting of nanofiber cavity QED systems interconnected via conventional optical fibers. Each nanofiber cavity is strongly coupled to multiple atoms through its evanescent field, and atom pairs within one cavity (local) or two distant cavities (rem…

Log2Sig: Frequency-Aware Insider Threat Detection via Multivariate Behavioral Signal Decomposition
Kaichuan Kong, Dongjie Liu, Xiaobo Jin, Zhiying Li, Guanggang Geng
https://arxiv.org/abs/2508.05696

Log2Sig: Frequency-Aware Insider Threat Detection via Multivariate Behavioral Signal Decomposition
Insider threat detection presents a significant challenge due to the deceptive nature of malicious behaviors, which often resemble legitimate user operations. However, existing approaches typically model system logs as flat event sequences, thereby failing to capture the inherent frequency dynamics and multiscale disturbance patterns embedded in user behavior. To address these limitations, we propose Log2Sig, a robust anomaly detection framework that transforms user logs into multivariate behav…

New York Attorney General Letitia James today issued the following statement after she was indicted by the U.S. Attorney’s office of the Eastern District of Virginia. 
“This is nothing more than a continuation of the president’s desperate weaponization of our justice system.
He is forcing federal law enforcement agencies to do his bidding,
all because I did my job as the New York State Attorney General.  
“These charges are baseless,
and the president’s own publi…

Attorney General Letitia James Issues Statement on Donald Trump’s Weaponization of the Department of Justice
NEW YORK – New York Attorney General Letitia James today issued the following statement after she was indicted by the U.S. Attorney’s office of the Eastern

PAC Learnability in the Presence of Performativity
Ivan Kirev, Lyuben Baltadzhiev, Nikola Konstantinov
https://arxiv.org/abs/2510.08335 https://arxiv.org/p…

PAC Learnability in the Presence of Performativity
Following the wide-spread adoption of machine learning models in real-world applications, the phenomenon of performativity, i.e. model-dependent shifts in the test distribution, becomes increasingly prevalent. Unfortunately, since models are usually trained solely based on samples from the original (unshifted) distribution, this performative shift may lead to decreased test-time performance. In this paper, we study the question of whether and when performative binary classification problems are…

Dream Destroyer – the found is feeling again #feeling #music https://muz4now.com/2025/dream-destroy

Dream Destroyer - the found is feeling again
Stan Stewart - @muz4now

Water Demand Forecasting of District Metered Areas through Learned Consumer Representations
Adithya Ramachandran, Thorkil Flensmark B. Neergaard, Tom\'as Arias-Vergara, Andreas Maier, Siming Bayer
https://arxiv.org/abs/2509.07515

Water Demand Forecasting of District Metered Areas through Learned Consumer Representations
Advancements in smart metering technologies have significantly improved the ability to monitor and manage water utilities. In the context of increasing uncertainty due to climate change, securing water resources and supply has emerged as an urgent global issue with extensive socioeconomic ramifications. Hourly consumption data from end-users have yielded substantial insights for projecting demand across regions characterized by diverse consumption patterns. Nevertheless, the prediction of water…