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edge computing

2,751 papers

#edge computing Dataset Open access Oct 2026

The 2,833 minimal forbidden unit-distance graphs on 11 vertices, with checked certificates (Artificial Wasteland)

There are 2,833 minimal forbidden unit-distance graphs on 11 vertices. The frozen checker accepts all 448,708 candidates: 443,444 embedded and 5,264 refuted, with no unknown or conditional result. It derives the minimal list by checking every one-edge deletion. Verification research/gp-11/RESULT.md lists the 2,833 grap...

Artificial Wasteland · 0 citations
#edge computing Dataset Open access Oct 2026

The 324 minimal forbidden unit-distance graphs on 10 vertices, with checked certificates (Artificial Wasteland)

There are 324 minimal forbidden unit-distance graphs on 10 vertices: 4 with 15 edges, 126 with 16, 191 with 17 and 3 with 18. Among 33,162 biconnected candidates free of the earlier forbidden list, 32,653 embed and 509 are refuted. Minimality follows from all one-edge deletions. The extension was suggested in correspon...

Artificial Wasteland · 0 citations
#edge computing Dataset Open access Oct 2026

4-Chlorobenzotrichloride (CAS 5216-25-1): engraved ball-and-stick 3D molecular model (STL)

This entry presents 4-Chlorobenzotrichloride (C7H4Cl4; CAS 5216-25-1; PubChem CID 21277) as a 3D-printable ball-and-stick model in which every atom carries its engraved element symbol (C, H, Cl), so the model can be read without a colour key. Atomic coordinates come from the PubChem-computed 3D conformer (not an experi...

MolGod.org · 0 citations
#edge computing Open access Oct 2026

paulguckian7/Paper-4B-Defensive-Tempo-Estate-Structure-and-Collapse: Time and Adaptation, adds E8 agent-model cusp-map

<!--StartFragment--> PhDPaper4B v0.23 — Time and Adaptation on the frozen CEMT substrate Simulation code for Paper 4B, "Defensive Tempo, Estate Structure and Collapse: Cyber-Risk Propagation on a Frozen Substrate" (CEMT programme). This release is the single-file, reproducible simulator behind every table in Paper 4B....

paulguckian7 · 0 citations
#edge computing Open access Oct 2026

HEAIN-SD-1.0: การสรางคำบรรยายและการพากยเสยงภาษาไทยทกำกบดวยนโยบายบนโหนด Hybrid Edge AI

ระบบพากย์เสียงอัตโนมัติในปัจจุบันสร้างเสียงที่ฟังเข้าใจได้แล้ว แต่งานคำบรรยายและงานพากย์ระดับมืออาชีพยังติดปัญหาสามข้อที่ไม่ค่อยได้รับการแก้พร้อมกัน ข้อแรก อารมณ์ในการส่งเสียงต้องมีผู้ที่อ่านภาพเป็นผู้กำกับ ข้อสอง เนื้อหาที่มีคำหยาบหรือต้อง censor ต้องเป็นไปตามกฎที่ต่างกันตามประเทศและแพลตฟอร์มปลายทาง และข้อสาม การบันทึ...

JAKKRIT BOONMA · 0 citations
#edge computing Open access Oct 2026

Multi-Level Role Succession HEAIN Core Protocol 1.2: Self-Discovering Multi-Level Promotion for Fractal Edge AI Resilient to Cascading Failure

HEAIN-CORE-1.1 [5][6] showed that the seven core algorithms (P1–P7) of the HEAIN Core Protocol run correctly on real hardware. Promotion under Role Transformation (P6), however, was limited to one level per process lifetime. Once a node had been promoted to act for its parent, it stopped watching everything above that...

JAKKRIT BOONMA · 0 citations
#edge computing Open access Oct 2026

หวงโซการสบทอดบทบาทหลายระดบ HEAIN Core Protocol 1.2: การเลอนขนหลายระดบทคนพบบรรพบรษไดเอง สำหรบ Edge AI แบบแฟรกทลททนตอความลมเหลวแบบลกโซ

HEAIN-CORE-1.1 [5][6] พิสูจน์แล้วว่าอัลกอริทึมหลักทั้งเจ็ด (P1–P7) ของ HEAIN Core Protocol ทำงานได้จริงบนฮาร์ดแวร์ แต่การเลื่อนขั้นตาม Role Transformation (P6) ยังจำกัดอยู่ที่หนึ่งระดับต่ออายุของโปรเซส เมื่อโหนดเลื่อนขึ้นไปรักษาการแทนโหนดแม่แล้ว โหนดจะหยุดเฝ้าดูทุกอย่างที่อยู่เหนือขึ้นไป หากโหนดชั้นปู่ล่มตามมา จึงเหลือ...

JAKKRIT BOONMA · 0 citations
#explainable ai Open access Oct 2026

Smart Manufacturing and Industry 4.0 Explained: IoT, AI, Automation and Smart Factories

Context & Educational Focus: This open educational resource delivers a comprehensive, mathematically rigorous treatment of Smart Manufacturing and Industry 4.0 within modern production engineering. Formulated in alignment with the Washington Accord, EUR-ACE, and IEA global frameworks, the curriculum examines how physic...

Prep4Uni.Online · 0 citations
#explainable ai Book Open access Oct 2026

KI am Wendepunkt: Von ChatGPT über neuronale Netze zu neuromorpher KI

Das Spannungsfeld zwischen den etablierten Technologien der konnektionistischen KI und ihren neuromorphen Herausforderern rückt derzeit besonders durch den riesigen Energiebedarf ersterer und die sparsame Funktionsweise letzterer immer stärker in das Rampenlicht. Der Energieverbrauch für Entwicklung und Einsatz großer...

Volker Kempe · 0 citations
#federated learning Open access Oct 2026

Developing Robust Federated Learning-Based Anomaly Detection Against Poisoning Attacks in 5G Networks

The rapid expansion of fifth-generation 5G wireless networks has significantly increased the attack surface available to adversaries who seek to disrupt critical communication infrastructure. Traditional centralized intrusion detection systems expose raw user data to a central server, creating unacceptable privacy risk...

Ayush ., Amarjeet Singh · 0 citations
#generative ai Review Open access Oct 2026

Artificial Intelligence, Foundation Models, and Digital Twins for Climate-Resilient Agriculture: A Review

Climate change, increasing food demand, and resource constraints are accelerating the transition from conventional precision agriculture toward smart, autonomous, and climate-resilient agricultural systems. Artificial intelligence (AI), foundation models, digital twins (DTs), the Internet of Things (IoT), remote sensin...

Krishan Kumar, A. Khatri, I. Thakur · 0 citations
#graph neural networks Dataset Open access Oct 2026

CD-STHGN: Causally Disentangled Supply-chain Temporal Heterogeneous Graph Network

# CD-STHGN: Causally Disentangled Supply-chain Temporal Heterogeneous Graph Network A reference implementation and dataset release for green innovation driven digital transformation in Chinese A-share manufacturing supply chains, 2011-2023. [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE)[!...

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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.

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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