Hardware-Aware Quantum Kernel Design Based on Graph Neural Networks. [PDF]
Meng F +5 more
europepmc +1 more source
Neural Architecture Search For Efficient Model Deployment On Mobile Devices
Neural Architecture Search (NAS) has transformed the automation of deep learning model design, enabling the discovery of optimized architectures tailored for specific hardware constraints.
Hamza Javed
core +1 more source
A Comprehensive Review of Fault‐Current Limiter Technologies for Smart and Resilient Power Systems
This review compares superconducting, solid‐state, and hybrid fault‐current limiters (FCLs) for modern alternating current, direct current, and hybrid grids. It shows that optimal FCL selection depends on fault characteristics, network configuration, voltage level, protection coordination, and resilience requirements rather than on a universally ...
Abdelrahman Farghly +5 more
wiley +1 more source
Lightweight Security-by-Design for TinyML Models in Constrained Embedded Environments. [PDF]
Alanazi HA, Alshammari KR.
europepmc +1 more source
Multi-objective neural architecture search for real-time weed detection on embedded systems
Running complex deep-learning models on resource-constrained embedded devices is a significant challenge for real-time weed detection in spot spraying.
Herterich, Nils +2 more
core +1 more source
Autonomous Nanomedicine: Closing the Biological Validation Gap
Delivery of nanoparticles to tumors has not improved in over fifteen years, and biological testing remains slow and separate from formulation design. This review proposes adding a Biology step to the design cycle, using organ chips and patient‐derived organoids, and assesses the readiness of each required technology.
Yan Jun Lin, Izabella Komperda
wiley +1 more source
From hydrogels to eutectogels: Emerging platforms for stretchable electronics
The transition of wearable electronics toward long‐term reliability requires materials that resist dehydration without sacrificing tissue‐like softness and ionic conductivity. Eutectogels fulfill these demands by immobilizing deep eutectic solvents within tailored polymer networks.
Chang Zhou +14 more
wiley +1 more source
Bio‐inspired vision: From principle, material architectures to system‐level integration
This review introduces the development and mechanism of electronic and ionic bio‐inspired vision devices respectively. Then, it explores the impact of structure on bio‐inspired visual performance from the scale of intrinsic materials and device. Finally, it concludes that only by combining advanced software and technology can more complex vision ...
Zewan Lin +4 more
wiley +1 more source
AI‐driven bioinformatics is best viewed as an emerging model‐centered discovery framework in which learned representations increasingly support prediction, intervention design, and workflow orchestration, while classical pipelines remain essential for validation and reproducibility.
Songming Chen +10 more
wiley +1 more source
EdgeVolution: democratizing multi-objective neural architecture search and end-to-end deployment on microcontrollers. [PDF]
Groh R +5 more
europepmc +1 more source

