The feature interaction and closed-loop evolution mechanism established in this study optimizes the feature perception accuracy of industrial systems in non-stationary service environments, providing a quantitative algorithm solution for predictive operation and maintenance scheduling of industrial equipment.
Qing-Jiang Zhang· International Conference on...· 0 citations
A preregistration, deposited before any confirmatory production run under the protocol it specifies, for an information-theoretic analysis of per-history fluctuations in Monte Carlo water radiolysis (OpenTOPAS / TOPAS-nBio, Geant4-DNA IRT chemistry). The data matrix has one row per particle history and one column per c...
Wojciech Graca· Zenodo (CERN European Organi...· 0 citations
A transição do monitoramento de ativos e da manutenção preditiva para dispositivos de borda (Edge Computing) enfrenta um severo gargalo tecnológico: o processamento matemático intensivo em microcontroladores de baixo custo. Este artigo técnico apresenta uma proposta inédita de arquitetura de software não-bloqueante par...
Reinaldo Silva· Zenodo (CERN European Organi...· 0 citations
MetaFlux v2.4.0 Two things in this release. An optional phylogeny stage for 16S data, which is off by default, and a set of changes that make an amplicon run reproducible from the raw reads to the final tree — that second part applies to every amplicon run whether or not the phylogeny stage is ever switched on. Reprodu...
Livio Antonielli· Zenodo (CERN European Organi...· 0 citations
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This paper develops the next foundational layer of the AASC formalism: the exact structure of admissibility once non-degenerate determinate construction has already incurred the kernel roles of Admissibility, Standing, Reference, and Irreversibility. Its central contribution is to distinguish three questions that are o...
Amos Jay Maley Maley· Zenodo (CERN European Organi...· 0 citations
The transition of asset monitoring and predictive maintenance to Edge Computing devices faces a severe technological bottleneck: intensive mathematical processing on low-cost microcontrollers. This technical report presents a novel non-blocking software architecture to solve this challenge, enabling prescriptive autono...
Reinaldo Silva· Zenodo (CERN European Organi...· 0 citations
Lossless prime-space encoding of natural language, the measured Betti-number topology of the knowledge manifold, and a ten-law constitution proved in Lean 4, Python, and C. DISCLAIMER — READ THIS FIRST: HOW THIS WAS MADE This deposit is honest about its own authorship, because honesty is the entire thesis. The machine...
LLC Dragolich Research Labs· Zenodo (CERN European Organi...· 0 citations
This paper proposes an automatic identification and positioning system for smart warehouse goods based on the Industrial Internet of Things (IIoT) and an improved YOLOv8 architecture. By introducing a cross-channel attention mechanism into the network and optimizing the intersection-union bounding box constraint matrix...
Yukang Du· International Conference on...· 0 citations
Background Schizophrenia (SCZ) and bipolar disorder (BD) genetic risks are highly polygenic and largely non-coding, suggesting that their effects are mediated through gene regulatory networks. However, most studies rely on static models that fail to capture developmental dynamics. We aimed to identify bottleneck genes...
Fabio Di Camillo, Loredana Bellantuono, Nicola Pedreschi et al.· European Neuropsychopharmaco...· 0 citations
Objectives Discussion of 6G in healthcare often moves directly from anticipated network capabilities to proposed clinical applications, although application-level evidence, current connectivity alternatives, and 6G-specific evidence differ substantially in maturity. This narrative review develops an evidence-calibrated...
Gui-Yang Zhou, Li-Sha Wu· Frontiers in Digital Health· 0 citations
A defect perception and adaptive electrical parameter control algorithm based on lightweight multi-scale feature reconstruction that effectively ensures the stability of the closed-loop control process and the cladding quality while meeting microsecond-level real-time response specifications is proposed.
Ming-Yu Li· International Conference on...· 0 citations
0.2.0 reported that, with a delta-sigma divider, the edge-level loop shows in-band noise that the exact linear sampled-data model misses, even with perfectly matched pumps, and that its mechanism was not identified. 0.3.0 identifies it, computes it and tests it. The mechanism A PFD/charge-pump pulse is a rectangle of c...
Tanvir M. Mahim· Zenodo (CERN European Organi...· 0 citations
Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.
For decades, a fundamental question about the difficulty of computing in high-dimensional spaces has resisted proof. New research resolves this question, removing a major theoretical obstacle to understanding the efficiency of randomized algorithms used across science and computing. The Kannan–Lovász–Simonovits (KLS) conjecture was proposed in 1995. It asks whether, for a broad class of high-dimensional […] The post Solving a 31-year-old grand challenge in mathematics – the KLS conjecture appear…
MIT News · Artificial Intelligence· news.mit.eduOct 15, 2026
A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.
Microsoft Research Blog· microsoft.comOct 15, 2026
Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.
MIT News · Artificial Intelligence· news.mit.eduOct 8, 2026
