Characterization of Solid-State Complexities in Pharmaceutical Materials via Stimulated Raman Scattering Microscopy. [PDF]
Harju EA +12 more
europepmc +1 more source
Overcoming the Nyquist Limit in Molecular Hyperspectral Imaging by Reinforcement Learning
Explorative spectral acquisition guide automatically selects informative spectral bands to optimize downstream tasks, outperforming full‐spectrum acquisition. The selected hyperspectral data are used for tasks such as unmixing and segmentation. BandOptiNet encodes selection states and outputs optimal bands to guide spectral acquisition. Recent advances
Xiaobin Tang +4 more
wiley +1 more source
Deep Learning Enables Identification of Antimicrobial Peptides Through Mechanochromic Fingerprints
We demonstrate a new platform for antimicrobial peptide identification by combining polydiacetylene, hyperspectral imaging, and deep learning. The trained model classifies distinct spectral fingerprints into 14 peptide classes with 96.79% accuracy, revealing previously hidden molecular information beyond conventional colorimetric sensing.
Jiali Chen +4 more
wiley +2 more sources
Improved Dual-Modality Bioequivalence Evaluation of Topical Formulations Within Human Skin Using Stimulated Raman Scattering Microscopy. [PDF]
Tu D +12 more
europepmc +1 more source
Natural Aging of Biomaterials in Ambient and Physiological Environments
Biomaterials used in biomedical applications can change their physical properties over time, even under ambient and physiological conditions. This review highlights key studies on the natural aging of materials ranging from soft hydrogels to metals and ceramics, emphasizing how time‐dependent changes influence function and performance.
Shuyu Zhang, Anne E. Staples
wiley +1 more source
Bond Length as a Unified Descriptor for Stable Iodine Battery
Charge transfer induced by the interactions between iodine and ligands leads to the elongation of the I–I bond. This resulting bond length correlates directly with coordination strength, serving as a unified descriptor for the rational design of both cathode hosts and electrolyte components.
Mengzi Geng +9 more
wiley +2 more sources
Simulative Analysis of Stimulated Raman Scattering Effects on WDM-PON Based 5G Fronthaul Networks. [PDF]
Xu Y, Wang S, Saleem A.
europepmc +1 more source
Absolute signal of stimulated Raman scattering microscopy: A quantum electrodynamics treatment. [PDF]
Min W, Gao X.
europepmc +1 more source
Label-free nanoscopy of cell metabolism by ultrasensitive reweighted visible stimulated Raman scattering. [PDF]
Lin H +12 more
europepmc +1 more source
Imaging Metabolic Flow of Water in Plants with Isotope-Traced Stimulated Raman Scattering Microscopy. [PDF]
Bi S +7 more
europepmc +1 more source

