Physics‐Guided Multi‐Channel Restoration for Efficient and Accurate Atomic Force Microscopy Imaging
Schematic figure of restoring noisy atomic force micrscopy (AFM) image via physics‐guided multi‐channel restoration. The lighter neural network models with multiple‐channel input from auxiliary signals outperforms heavier model with single‐channel input.
Jaeuk Sung +13 more
wiley +1 more source
Multi-omic analysis of jaw-bone periosteum identifies the role of macrophage-derived SPP1 in Ctsk<sup>+</sup>Fmod<sup>+</sup> periosteal cells. [PDF]
Yi Z +7 more
europepmc +1 more source
This Perspective charts the modeling landscape for soft manipulators, spanning sparse system identification, neural dynamics, physics‐informed models and hybrid intelligence. We examine how physics, data, sensing, adaptation and control can assume complementary roles within this landscape, and provide a framework for selecting modeling approaches ...
Wenbo Hui +4 more
wiley +1 more source
Within-host population structure, migration, and parallel adaptive evolution of <i>Pseudomonas aeruginosa</i> in cystic fibrosis lung disease. [PDF]
Ritz D +11 more
europepmc +1 more source
Laser‐Induced Rashba Spin‐Orbit Torques in Multiferroic Semiconductor (Ge,Mn)Te
Femtosecond optical excitation generates two distinct effective spin–orbit torques in the multiferroic semiconductor (Ge,Mn)Te. Photoinduced holes drive coherent magnetization precession through a subpicosecond shift of the easy axis, while changes in ferroelectric sublattice displacements modify magnetic ordering via the Rashba interaction.
Zeynab Sadeghi +10 more
wiley +1 more source
Genetic evolution, phylodynamics, geographic spread of H9N2 avian influenza viruses in China from 2014 to 2025: an increasing potential zoonotic risk. [PDF]
Pang Z +9 more
europepmc +1 more source
A hybrid semi‐transparent perovskite‐photovoltaic and concentrating solar‐thermal collector is developed to spectrally split sunlight for simultaneous electricity and heat generation. The design achieves thermal decoupling between the photovoltaic and thermal components, offering a promising route for efficient co‐harvesting of solar electricity and ...
Nada. A. Alati +8 more
wiley +1 more source
Computational analysis reveals historical trajectory of East Polynesian lunar calendars. [PDF]
Valério M, Tamburini F, Corazza M.
europepmc +1 more source
Phosphonium ionic liquids offer a versatile platform for safer and more durable energy storage. This Review connects cation–anion structure with solvation, ion transport, electrochemical stability, and interphase formation across diverse battery chemistries.
Amir Haghipour +7 more
wiley +1 more source
Machine learning approaches for phishing detection and cybersecurity awareness in digital infrastructure. [PDF]
Alam P +7 more
europepmc +1 more source

