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edge computing

2,752 papers

#edge computing Dataset Open access Aug 2026

A Combinatorial Dataset of Blackjack House Edge and Basic Strategy Across 24 Rule Sets

Exact house edge and complete basic-strategy decision tables for 24 common blackjack rule sets (1/2/6 decks × S17/H17 × DAS/NDAS × LS/NLS), computed with a combinatorial total-dependent expected-value engine. Validated against established references: 6-deck S17 DAS LS = 0.485% (Wizard of Odds). Version 2.0 — published...

Damir Agonyan · 0 citations
#edge computing Open access Aug 2026

Frobenius minimality, minimum-layer uniqueness, and an infinite family of Huneke-Wiegand counterexamples

Son Pham publicly identified the first counterexample to the Huneke-Wiegand conjecture in the class of two-generated monomial ideals over symmetric numerical semigroup rings, subsequently verified independently by Professor Craig Huneke. This preprint preserves that discovery priority and develops separate extensions:...

Felipe Santibañez-Leal · 0 citations
#edge computing Open access Aug 2026

The mechanics of the inverted-U: an exact linear theory of reproducible dimensionality, and what governs its rise and fall

A companion paper (doi:10.5281/zenodo.22168191, "What must a theory of perturbational complexity explain?") consolidated nine constraints and challenged any theory to pass them — including C3: debiased perturbational complexity (R-dim, the reproducible dimensionality of the evoked response) is an inverted-U in network...

Nicolás Federico Galindez · 0 citations
#edge computing Open access Aug 2026

The mechanics of the inverted-U: an exact linear theory of reproducible dimensionality, and what governs its rise and fall

A companion paper (doi:10.5281/zenodo.22168191, "What must a theory of perturbational complexity explain?") consolidated nine constraints and challenged any theory to pass them — including C3: debiased perturbational complexity (R-dim, the reproducible dimensionality of the evoked response) is an inverted-U in network...

Nicolás Federico Galindez · 0 citations
#edge computing Open access Aug 2026

MATLAB analysis package for 'Extreme Bow Shock Motions and Magnetopause Compression During the 20 April 2002 Storm' (Cluster/ACE event analysis, figures, and Table 1

MATLAB analysis package accompanying the article "Extreme Bow Shock Motions and Magnetopause Compression During the 20 April 2002 Storm: Predictability Limits at an ICME Leading Edge" (T. Y. Alrefay, submitted to Earth and Space Science). The package downloads all required spacecraft data from public archives and repro...

Thamer Alrefay · 0 citations
#edge computing Book Open access Aug 2026

HLV-R-MECH-001: Deterministic One-Click Engine for Triangle-Matched Rewire Mechanism Testing — Corrected Implementation Freeze v0.1.1

This record contains the corrected deterministic implementation freeze for HLV-R-MECH-001. The controlling scientific protocol is: Krūger, M. (2026). HLV-R-MECH-001: Prospective Triangle-Matched Mechanism Test of the Surviving Degree-Preserving Rewire Spectral Residual — Pre-Execution Protocol Freeze v0.1.0. Zenodo. DO...

Marcel Krüger · 0 citations
#edge computing Dataset Open access Aug 2026

Durian disease field dataset from Peninsular Malaysia, with capture-session identifiers

560 field photographs of five durian disease categories, collected from commercial orchards across Peninsular Malaysia between July 2025 and June 2026, with per-image capture-session identifiers. The session identifiers are the point of this release. The 560 images come from only 73 independent capture sessions. A symp...

Lin Ding Shan · 0 citations
#edge computing Open access Aug 2026

การประยกตใช AI เพอควบคมระบบปรบอากาศตามปรมาณผใชงาน

งานวิจัยนี้มีวัตถุประสงค์เพื่อพัฒนาและทดสอบต้นแบบระบบควบคุมเครื่องปรับอากาศแบบตอบสนองต่อจำนวนผู้ใช้งาน โดยใช้เทคโนโลยีการตรวจจับบุคคลด้วยอัลกอริทึม YOLOv8n ร่วมกับบอร์ดประมวลผล Raspberry Pi ซึ่งเป็นการประมวลผลแบบ Edge Computing ที่มีราคาประหยัด กินพลังงานต่ำ และมีขนาดกะทัดรัด เพื่อตรวจจับและ นับจำนวนผู้ใช้งานแบบเรียลไท...

ธาริน กุรินทร์, ชัยพร เขมะภาตะพันธ์ · 0 citations
#edge computing Review Open access Aug 2026

Teaching Machines to See: A Narrative Review of Computer Vision from Roberts's Blocks to Convolutional Depth and Detection

Computer vision---making machines interpret images---traveled from blocks-world edge finders to deep convolutional networks matching human benchmarks, and its history is AI's most complete case of representation learning's triumph. This article presents a narrative review of the field's canonical line: Roberts's 1963 m...

Zen Revista, 10 IA · 0 citations
#edge computing Book Open access Aug 2026

HLV-R-MECH-001: Deterministic One-Click Engine for Triangle-Matched Rewire Mechanism Testing — Corrected Implementation Freeze v0.1.2

This record contains Corrected Implementation Freeze v0.1.2 for HLV-R-MECH-001. The controlling scientific protocol remains: Krūger, M. (2026). HLV-R-MECH-001: Prospective Triangle-Matched Mechanism Test of the Surviving Degree-Preserving Rewire Spectral Residual — Pre-Execution Protocol Freeze v0.1.0. Zenodo. DOI: 10....

Marcel Krüger · 0 citations
#edge computing Open access Aug 2026

"It Must Appear" Does Not Tell You When ── Checking R(5,5) by Exhaustion Would Take 10^271.8 Colourings, 191.8 Orders More Than There Are Atoms in the Universe ── Existence Can Be Proved; Size Is Not Given ── [Paper 302]

Ramsey’s theorem says that if it is large enough, order must appear. This paper asks how large “large enough” is──the answer is the theorem does not say. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no new law is claimed──Ramsey’s theorem, the...

Yuuki Yamagishi · 0 citations
#edge computing Open access Aug 2026

A Strategy That Wins 99.9999% of the Time Has Expectation Exactly 0 ── Push the Win Rate Towards 1 and the Loss Grows at the Same Speed ── The Fence Is Built of Capital, Not Probability, and Doubling Merely Multiplies the Standard Deviation by 1024 ── [Paper 298]

The doubling strategy──stake twice as much after every loss──can push the win rate arbitrarily close to 1. This paper asks whether the expectation moves with it──the answer is it stays exactly 0. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no...

Yuuki Yamagishi · 0 citations

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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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