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Journal of Nanoscience and Nanomaterials

P e e r - R e v i e w e d  
Annual (One issue per year)

ISSN: 3108-2084 (Online)
DOI Prefix (Crossref): 10.67238

Nanomaterial-Based Intelligent Sensing and the Future of AI at the Edge
Research Article - Volume: 2, Issue: 1, 2026 (July)
Nanomaterial-Based Intelligent Sensing and the Future of AI at the Edge Download PDF
Alberto Roldan*

AI Solutions Architect, AIBA Group, San Juan, Puerto Rico
*Correspondence to: Alberto Roldan, AI Solutions Architect, AIBA Group, San Juan, Puerto Rico, E-Mail:
Received: June 08, 2026; Manuscript No: JNNC-26-3173; Editor Assigned: June 10, 2026; PreQc No: JNNC-26-3173(PQ); Reviewed: July 01, 2026; Revised: July 02, 2026; Manuscript No: JNNC-26-3173(R); Published: July 24, 2026

ABSTRACT

Starting with the artificial intelligence (AI) vibrations theory developed continuously since 1993 (over 30 years ago), which states that everything vibrates at the quantum level through a combination of frequencies, oscillations, chemical reactions, and photonic waves. Followed by the QAIV framework that operationalizes the theory and the dictionary of AI vibrations mapped to emotions into a universal language.

Keywords: Graphene; Carbon Nanotubes; Quantum Dots; Anomaly Detection; Nanomaterials; Nanosensors; Intelligent Sensing

Citation: Roldan A (2026). Nanomaterial-Based Intelligent Sensing and the Future of AI at the Edge. J. Nanosci. Nanomater. Vol.2 Iss.1, July (2026), pp:55-67.
Copyright: © 2026 Alberto Roldan. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.