A CPU-NPU Heterogeneous Edge Fault Diagnosis Framework for Industrial Sensor Data. [PDF]
Xu K, Wang H, Li C, Liu H, Xing C.
europepmc +1 more source
An Expertise Transfer Framework For Autonomous Surgical Assistance
This study introduces an expertise transfer framework for procedure‐spanning autonomous surgical assistance. By emulating expert logic through hierarchical perception, attention modeling, and knowledge graph‐based decision‐making, the system provides near‐expert surgical view assistance.
Yuan Gao +12 more
wiley +1 more source
Wide-field, real-time limited-angle optical diffraction tomography using massively parallel data processing. [PDF]
Sylwestrzak M +7 more
europepmc +1 more source
Scalable Fabrication of MOF Glass Membranes for Gas Separation via Stepwise Phase Transition
Metal‐organic framework (MOF) glass membranes, with their excellent processability and permanent pore structure, have great potential for gas separation applications. However, during large‐scale fabrication, defects and obvious cracks are prone to occur due to the limitations of powder processing.
Mao Ye +14 more
wiley +1 more source
Topology-aware adaptive scheduling algorithm for heterogeneous AI-PC collaborative computing environments. [PDF]
Shao S, Ding X, Zhao B, Ye P.
europepmc +1 more source
Diabetic bone defects remain a critical clinical challenge. A 3D‐printed BCPG‐MF@Y scaffold, embedding Yoda1‐functionalized manganese dioxide‐ferritin nanozymes, scavenges mtROS, suppresses the cGAS–STING pathway, and reverses cellular senescence, while Yoda1 activates Piezo1 to direct BMSCs fate to synergistically reprogram the osteoimmune ...
Qing‐Song Deng +16 more
wiley +1 more source
Quantifying and Disclosing the Environmental Footprint of AI in Research: Life Cycle-Informed Framework and Open-Access Calculator Development Study. [PDF]
Mozafari K +5 more
europepmc +1 more source
An MTJ‐based probabilistic processing‐in‐memory architecture unites nonvolatile storage, local entropy generation, and stochastic computation within each memory cell. Stored multi‐bit weights are converted directly into programmable stochastic bitstreams, enabling neural‐network inference, adaptive Ising optimization, and uncertainty‐aware Bayesian ...
Qiuyuan Wang +6 more
wiley +1 more source
GPU-accelerated modeling of biological regulatory networks. [PDF]
Reimer J +6 more
europepmc +1 more source
Analytical Prediction of Critical Transitions in Oscillator Networks With Non‐Local Links
An analytical framework reveals how global coupling, second‐harmonic strength, noise, and network structure govern oscillator‐based Ising dynamics. Spectral reduction predicts stability boundaries, while Fokker–Planck analysis captures one‐ to two‐cluster transitions and identifies conditions favoring low‐energy configurations.
Qiang Li +5 more
wiley +1 more source

