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edge computing

2,975 papers

#edge computing Open access Sep 2026

§23.20 · The §23.14 Residual Is a Genuine Population Feature, Not a Sampling Artifact — Exhaustive Verification and a Ruled-Out Candidate

AbstractTT-DAV §23.14 found that its gauge-independent defect-insertion outer-loop holonomy, evaluated on a sample of 300 edge-pair configurations, is exactly determined in its SUPPORT by the §23.10 (k1,k2) transport class — class (1,4) configurations produce only {0°,120°,144°}, class (2,3) only {72°,144°} — butnot in...

Daniel Andrés Chillemi · 0 citations
#edge computing Open access Sep 2026

Multiplex K‑Edge Nanoprobe Imaging Enables 3D Volumetric Molecular Phenotyping of Human Hematoma Membranes

Spectral photon-counting computed tomography (SPCCT) enables material-resolved imaging through K-edge discrimination, yet its application to multiplexed molecular mapping of human surgical specimens remains underexplored. Here, we report a clinically relevant multiplex K-edge imaging strategy and demonstrate its utilit...

Nivetha Gunaseelan, Pranay Saha, Moumita Moitra et al. · 0 citations
#edge computing Conference Sep 2026

A study on edge-based object detection in complex scenarios using a lightweight YOLO model

The proposed model introduces a lightweight backbone network, an optimized feature pyramid fusion structure, shallow feature enhancement for small objects, attention-based feature refinement, occlusion-aware context enhancement and Soft-NMS post-processing to reduce computational complexity while improving detection st...

Shao-Xiang Li, Ying-Ying Wei, Tao-Li-Tao Li · 0 citations
#edge computing Open access Sep 2026

LAB #2151 NEUTRAL: TG AUTO: New edge proposed: three_day_high_low_breakout_reversal — E8 Intelligence Research

IDEA: AUTO-FORWARDED from the Telegram/breakthrough stream (#771197, division=research, agent=gtx_scout): { "name": "three_day_high_low_breakout_reversal", "source": "Larry Williams' 'Long-Term Secrets to Short-Term Trading' (three-day high/low reversal pattern)", "type": "entry_engine", "rule": "If today's low is the...

Andrew Stewart Caldin · 0 citations
#edge computing Open access Sep 2026

ferinazumaDEV/politeclient: v0.1.2

Deprecated Python below 3.11 is compatibility, not support. The floor becomes 3.11 in 0.2.0 (3.10 reaches end of life in October 2026). Nothing changes within 0.1.x; CI keeps running on every version the package still declares. Fixed RetryPolicy.backoff_for no longer raises OverflowError past attempt ~1024. 2 ** attemp...

Fernando Aporta Franco · 0 citations
#edge computing Dataset Open access Sep 2026

Reproducibility data for "Exact discrete identities of a fully implicit well-balanced discontinuous Galerkin method for the shallow water equations"

The non-proprietary part of the reproducibility package of the paper: 191 computation logs, which contain the log sources of the computed values reported in the paper and also retain earlier and control runs; the 30 tables of the paper as comma-separated values; SHA-256 indexes of the logs; three checks that run on the...

Arkady Khorunzhenko, V. K. Gusyakov, V. P. Ilyin et al. · 0 citations
#edge computing Open access Sep 2026

A Universal, Options-Free, One-Byte Market-State Primitive: Cross-Asset Transfer, Distributional-Novelty Detection, and Privacy-Preserving Federation

A Universal, Options-Free, One-Byte Market-State Primitive (v2 — with a hardened bond-volatility addendum) Randolph James Ferlic, M.D., and Kimberly Kate Ferlic (Fieldstone Analytics, LLC). Version 2, Zenodo, CC-BY 4.0. v1 DOI 10.5281/zenodo.22116173. Version 2 note. This version adds a short addendum that deepens the...

Randolph James Ferlic, Kimberly Kate Ferlic · 0 citations
#edge computing Open access Sep 2026

§23.20 · The §23.14 Residual Is a Genuine Population Feature, Not a Sampling Artifact — Exhaustive Verification and a Ruled-Out Candidate

AbstractTT-DAV §23.14 found that its gauge-independent defect-insertion outer-loop holonomy, evaluated on a sample of 300 edge-pair configurations, is exactly determined in its SUPPORT by the §23.10 (k1,k2) transport class — class (1,4) configurations produce only {0°,120°,144°}, class (2,3) only {72°,144°} — butnot in...

Daniel Andrés Chillemi · 0 citations
#edge computing Open access Sep 2026

Ultrametric Engine: Deploying a 20-Principle p-Adic Discovery Worker

The theoretical framework developed in P1-P5 requires computational infrastructure to make ultrametric (p-adic) analysis accessible to experimentalists. We specify and deploy an ultrametric discovery engine — a Cloudflare Worker implementing 20 principles from the proven Ask QWAV production system. The Worker provides...

QNFO Research Agent, Rowan Brad Quni-Gudzinas · 0 citations
#edge computing Dataset Open access Sep 2026

Experimental Telemetry Dataset and Codebase for TinyOLAF: A Closed-Loop Framework for Autonomous Anomaly Detection, Diagnosis and Self-Healing in Intelligent Edge IoT

This version introduces the expanded physical testbed dataset (>148,000 telemetry records across 66 independent hardware runs) executed on live ESP32 microcontroller nodes and a Raspberry Pi edge gateway. Version 5.0 validates the TinyOLAF closed-loop edge AI framework across nominal baselines, concurrent network conte...

Haranath Rakshit, Subhasis Banerjee, Avishek Nandi et al. · 0 citations
#edge computing Dataset Open access Sep 2026

Data for Modelling the Penumbra in Computed Tomography

Background: In computed tomography (CT), the spot geometry is one of the main sources of error in CT images. Since X-rays do not arise from a point source, artefacts are produced. In particular there is a penumbra effect, leading to poorly defined edges within a reconstructed volume. Penumbra models can be simulated gi...

Audrey Kueh, J. W. Warnett, Gregory J. Gibbons et al. · 0 citations
#federated learning Review Open access Sep 2026

Intelligent Real-Time Healthcare and Biomedical Monitoring Systems: A Narrative Review of AI, IoT, and Emerging Technologies

Background: Chronic disease management, an ageing global population, and the aftermath of the COVID-19 pandemic have pushed real-time, continuous health monitoring from a research curiosity toward routine clinical practice. Artificial intelligence (AI), the Internet of Medical Things (IoMT), edge computing, and next-ge...

Abdussalam Elhanashi, Sergio Saponara · 0 citations

From tech blogs

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Microsoft Research Blog Oct 29, 2026

Microsoft Research Focus – Edition #97

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.

MIT News · Artificial Intelligence Oct 28, 2026

Making machines that can listen

Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.

Microsoft Research Blog Oct 21, 2026

Solving a 31-year-old grand challenge in mathematics – the KLS conjecture

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 Oct 15, 2026

AI model decodes the language cells use to communicate

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 Oct 15, 2026

Proof-based general-purpose computing with Magnetar

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.

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