AIMC Journal:
Nano convergence
Showing 1 to 8 of 8 articles
Review and optimization of image classification models for edge AI applications.
Nano convergence
Sep 22, 2026
Image classification on edge devices requires models that maintain accuracy while reducing inference cost. This paper reviews the development of image classification models from convolutional neural networks to Vision Transformer models and examines ...
Capacitive in-memory vector-matrix multiplication computing with charge-trap memcapacitors.
Nano convergence
Sep 10, 2026
Energy-efficient neural computing is increasingly limited not by computational throughput but by memory access and data movement. In-memory computing architectures offer a promising solution by collocating storage and computation, yet their practical...
High-throughput discovery of Li3Sc2(PO4)3 as a protective coating for stabilizing mid-Ni NCM interfaces in all-solid-state batteries.
Nano convergence
Jun 5, 2026
As all-solid-state battery (ASSB) technologies continue to advance, interest has resurfaced in mid-nickel (mid-Ni) LiNixCoyMnzO2 (NCM; x = 0.5) cathodes due to their enhanced structural stability, reduced oxygen evolution, and higher capacities at el...
AI-driven text mining of the female reproductive system: enabling multiscale biomedical modeling and personalized medicine.
Nano convergence
May 30, 2026
The female reproductive system, including the endometrium, placenta, ovary, cervix, and fallopian tube, plays a critical role in conception, implantation, and fetal development. Recent advances in bioengineered models such as organoids, organ-on-a-ch...
Simulation-guided design of peptide-metal coordination interfaces for next-generation metallo-immunotherapy.
Nano convergence
Apr 13, 2026
Gate insulator stack engineering for fully CMOS-compatible reservoir computing.
Nano convergence
Jan 28, 2026
The need for processing complex and temporal datasets has increased with the rise of artificial intelligence. In this context, reservoir computing, which utilizes the short-term memory of the reservoir to map input data into a high-dimensional space,...
Machine learning-driven exosome-mimetic lipid nanoparticles for tumor-specific targeting.
Nano convergence
Jan 28, 2026
Exosome-mimetic lipid nanoparticles (ENPs) are a promising alternative to PEGylated lipid nanoparticles (LNPs) for targeted cancer therapy, offering improved biocompatibility and reduced immune clearance. However, the rational design of these biomime...
Low-dimensional metal chalcogenides for wearable gas sensing.
Nano convergence
Jul 10, 2025
Real-time monitoring of the surrounding gas environment, including our inhaled and exhaled atmosphere, is a crucial but underdeveloped technology for personalized healthcare. Recent advancements in wearable sensing technologies and AI algorithms prom...
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