This paper presents a lidar‐based sensor node design and a rule‐based state observer for edge‐based traffic participant tracking. Unlike other state‐of‐the‐art methods, this state observer enables real‐time, CPU‐only edge processing without relying on machine learning approaches.
Simon Schäfer +2 more
wiley +1 more source
Intermethod Characterization of Commercially Available Extracellular Vesicles as Reference Materials. [PDF]
Poudel S +12 more
europepmc +1 more source
Four decades of retinal vessel segmentation research (1982–2025) are synthesized, spanning classical image processing, machine learning, and deep learning paradigms. A meta‐analysis of 428 studies establishes a unified taxonomy and highlights performance trends, generalization capabilities, and clinical relevance.
Avinash Bansal +6 more
wiley +1 more source
Vibrational and First-Principles Analyses of Aragonite, Calcite, and Vaterite CaCO<sub>3</sub> Prepared from <sup>13</sup>CO<sub>2</sub> Isotope. [PDF]
Fujimura T, Matsui K, Maruyama I.
europepmc +1 more source
A Soft Robotic Jellyfish with Decoupled Actuators for Agile 3D Locomotion
This study presents a soft robotic jellyfish featuring a functionally decoupled actuation architecture. By separating propulsion, steering, and vertical regulation into independent modules, the robot overcomes conventional coupled‐motion limitations. Utilizing a passive‐valve‐based differential drag strategy and lateral water jets, it achieves agile 3D
Zhuoheng Li +6 more
wiley +1 more source
Thermo-Chemically Modified Silk Scaffolds Reveal Niche-Driven Regulation of Hematopoiesis and Fibrosis. [PDF]
Di Buduo CA +13 more
europepmc +1 more source
Exploiting Ferroelectric and Spintronic Dynamics for Neural Network Computation
Ferroelectric and spintronic devices, relying on the control of polarization and magnetization, offer intrinsically fast, durable, energy‐efficient, and low‐latency building blocks for analog in‐memory computing. The hysteretic dynamics of an order parameter are leveraged to provide nonvolatile, multistate memory and nonlinear switching. Brain‐inspired
Dashiell Harrison +4 more
wiley +1 more source
Cyclic Macromolecular Chains Visualized by Cryo-EM and AFM Reveal a Ring Expansion Polymerization Mechanism in a Classical Synthetic Pathway to Polyphosphazenes. [PDF]
Hlushko R, Prabhu VM, Andrianov AK.
europepmc +1 more source
Miniaturized chromatography-based lipidomics methods towards single-cell analysis. [PDF]
Rellin KF, Witting M.
europepmc +1 more source
Separation of Organic Carbon and Nutrients from Liquid Waste by Using Membrane Technologies. [PDF]
Ndayishimiye S +3 more
europepmc +1 more source

