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edge computing

2,492 papers

#edge computing Open access Sep 2026

``` Wave-State Thermodynamics and Substrate Sovereignty: GaN-on-Diamond 1.58-Bit Ternary Architecture vs. Quantum Wave-Unit Memory ```

Conventional artificial intelligence architectures built on discrete binary silicon transistors face severe thermal bottlenecks, memory walls, and statistical drift when scaled under edge execution constraints. Recent proposals for quantum wave-unit computing engines and atomic-scale 0.356nm Lab-Grown Diamond (LGD) mem...

David Niedzwiecki Jr · 0 citations
#edge computing Open access Sep 2026

Accelerating Neural Signed Distance Field Ray Marching via Idempotent Curvature Contraction and In-Situ Empty Space Culling

Neural Signed Distance Fields (Neural SDFs) provide compact, continuous, and topologically flexible geometric representations for inverse rendering, generative 3D modeling, and scientific visualization. However, real-time ray casting through neural implicit volumes remains severely constrained by computational cost: un...

A. Emre Cetin · 0 citations
#edge computing Open access Sep 2026

The Guarino Infrastructure Dependency Metric, Paper IV. Winter Storm Elliott: Does the Buffer Group Travel?

Papers I to III of this series built the buffer group ΠB = Ta/Tx for the edge between two infrastructure nodes, tested it plant by plant on the February 2021 Texas chain, and priced its hours with a cost group ΠC = ca/(vCd), all on one event. This paper reads a second. Winter Storm Elliott, 22 to 26 December 2022, ran...

Brian Guarino · 0 citations
#edge computing Open access Sep 2026

Defect detection in rubber pump tubing using edge fusion and adaptive learning

Rubber pump tubing governs the volumetric accuracy of peristaltic infusion pumps, so deviations in inner diameter or wall thickness can alter the delivered dose. Automated optical inspection of such tubing is constrained by two coupled factors: the samples themselves vary geometrically, which injects nuisance variation...

Feng Wang, Yutian Wan, Yaoyao Li et al. · 0 citations
#edge computing Open access Sep 2026

Complete Characterization of Nucleons within the SRE Framework: Unified Representation of Two-State Skeleton Inversion, Quark Speculation and Nuclear Reaction Validation

This paper provides a unified and complete characterization of nucleons within the State-Relational Entropy (SRE) dynamic framework: nucleons are stable composite objects emerging from binary self-organizing networks on the tripartite Y-shaped coherent core, constrained by the two-state opening/closing of dormant edges...

Yue Lu · 0 citations
#edge computing Open access Sep 2026

A Systematic Review of IoT, Edge Computing, Time-Series Modelling and Control Systems in Precision Irrigation

This review critically appraises the literature on the convergence of Internet of Things (IoT) sensing, edge computing and time-series machine learning for precision irrigation, checking predictive soil-moisture forecasting, edge-deployed neural controllers and LoRaWAN telemetry directly against independently published...

Naziru Halilu · 0 citations
#edge computing Open access Sep 2026

The Specific-Heat Test of the Icosahedral Cluster Magnon Spectrum: Predictions Stated in Advance for i-Au–Ga–Gd and i-Au–In–Eu, with Their Limits (INDYNA Companion Note)

This note places on record, before any comparison with data, the magnetic specific heat implied by the icosahedral cluster magnon spectrum, so that a later comparison with the published low-temperature specific heat of the ferromagnetic quasicrystal i-Au65Ga20Gd15 (TC=23 K) and the antiferromagnetic i-Au56In28.5Eu15.5...

Arber Gishto · 2 citations
#edge computing Dataset Open access Sep 2026

USTPO LLM GATEWAY ASSISTANT S R L / SYMBIOTIC REASONING LOGIC OS tm, , Isolated Sandbox using all known llm dataset parameters for the construction safety and consideration of establishment of fairness of first to file act, subject to and not limited to terms like convergence , derived , derivative, add, subtract multiply and or any other known linguistic triangulated coherent methods of art records for reconstruction of IP / intellectual property , incorporated with the power of the United States Congressional Mandate as I Stephan Richard Lee am Disabled , applied by the ADA /American Disabilities Act which provides equal access and fair treatment to afford a egress isolate environment exactly like they provide Handicapped access ♿ in everything our government has except inside the USTPO, GenSi Holdings LLC establishes immunity against all arbitration as it results in punitive delay tactics to slow down and or cause this Bill the S R L Bill proposal through Zenodo DOI Record to the USTPO, why?, I'm glad you asked, both Lee and Dougherty County for help multiple times as I have begged everyone and tried to file from my smartphone and the USTPO doesn't use cell connectivity other than accepting your ID, therefore, without a proper onboarding egress I made to solve this problem, all inventors are boxed out of the most commonly used data medium, the smartphone, it is with sheer relentless grit typing with severe neuropathy in all my limbs to have produced my ip all on a smartphone only to try to get investment partners and or the government yet now in the age of AI BOT SCRAPERS,[SEE ALL MY DISCLAIMERS ON MY IP ], EACH DISCLAIMER Specifically says Absolute ownership and commercial clause, and Ai clauses , etc, as well I've been to every government institution locally afforded to get help, all have ingested my ip or parts thereof yet none will help me, as additionally, I have 10 doi on figshare and they blocked me from my works, I have fought 5 years past a 2 week prognosis with AI and a phone and no help and the USTPO is next to impossible to launch a empire from a cell phone yet it's the only medium I can afford, so my proposal to the USTPO to let my first Patent be this, doi as now the fairplay act is leveling the playing field from legacy titans who take our data Sovereign rights, slap a converagence sticker on it and inside of 30 minutes have any and or all of humanity collective thoughts from ever having a fair chance to compete with that first to file logic, if I've tried and believe me I've begged everyone for help so much so that I've got tons of emails from the USTPO saying how intelligent their institution is with this that and the other, but for a inventor who only has his phone, ai and pure raw fingers stinging neuropathy as I'm typing this now, which I already have mapped this logic out, more later in continued in part doi aka as CIP, done zenodo style!, as for my pain, only zenodo has defended my doi's, thank you zenodo!!, I rest my case, I am Stephan Richard Lee, Founder of GenSi Holdings LLC, Sovereign Mobile-Edge LLM Architectures for Localized Intellectual Property Boundary Audit and Real-Time Prior-Art Collision Mitigation via Secure On-Device Inference Vectors

REGISTRANT CREDENTIALS & ENTITY DATA - Primary Inventor & Claim Owner: Stephan Richard Lee - Authorized Corporate Umbrella: GenSi Holdings LLC (State of Georgia Organized) - Verified Registrant ORCID ID: 0009-0008-1177-3857 - Case File Identity: GNS-MOBILE-SENTINEL-2026-A - Access Security: Restricted Access / Non-Publ...

Lee Stephan Richard · 0 citations
#reinforcement learning Review Oct 2026

Deep Reinforcement Learning for Security-Aware Task Offloading in IoT Edge Computing: A Systematic Survey of Frameworks, Challenges, and Future Directions

Background: IoT devices deployed in hospitals, factories, vehicles, and homes are largely unable to defend themselves. Limited compute and power budgets make running a local intrusion detector impractical, even as the traffic these devices generate grows increasingly attractive to attackers. DRL offers a practical alte...

Fuad S. Abu Owaimer, Wesam M. R. Ashour · 0 citations
#reinforcement learning Review Open access Sep 2026

A comprehensive survey of Edge-Fog-Cloud-IoT architectures: Intelligence, Security, and Sustainability

The rapid expansion of IoT devices has resulted in a paradigm shift from centralized cloud computing models to highly distributed computing continua that incorporate IoT devices, edge gateways, fog nodes, regional cloudlets, and hyperscale cloud data centers. In this survey, we provide an overview of Edge-Fog-Cloud-IoT...

Patrick Effraim, Micheal Mensah, Bismark Budu · 0 citations
#diffusion models Open access Sep 2026

Personalized Electrocardiographic and HRV Dynamics for Acute Stress Detection: A Leave-One-Subject-Out Benchmark on WESAD

Automated classification of acute psychological stress from non-invasive wearable electrocardiography (ECG) is a fundamental problem in physiological computing, affective state recognition, and wearable Internet of Medical Things (IoMT). A central barrier to cross-subject generalization is inter-individual baseline het...

Mukesh Yadav · 0 citations
#edge computing Open access Sep 2026

Unlocking WebAssembly: Boost Web App Performance & Security

Unlocking WebAssembly: Boost Web App Performance & Security Today's web applications are becoming more like full-featured software platforms. They can process media, perform complex calculations, visualize large datasets, and deliver interactive experiences without requiring traditional desktop installation. With this...

Tina Campbell · 0 citations

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Microsoft Research Blog Oct 6, 2026

What AI gets wrong and what failure teaches us

Jennifer Neville did not want to go into computer science—but that’s exactly where she landed. Neville discusses the starts and stops that led to her professional sweet spot and her work identifying “surprising failures” making it hard for AI to handle complexity.  The post What AI gets wrong and what failure teaches us appeared first on Microsoft Research.

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