Quantum Jumps in Amplitude Bistability: Tracking a Coherent and Invertible State Localization
A notable asymmetry is shown to characterize the bistable switching between macroscopic metastable states of light in the strong‐coupling limit of radiation–matter interaction. Transitions from the vacuum to a highly excited state correlate with a highly bunched sequence of emitted photons, while a downward switch to the vacuum involves a coherent ...
Th. K. Mavrogordatos
wiley +1 more source
SynTemp: Efficient Extraction of Graph-Based Reaction Rules from Large-Scale Reaction Databases. [PDF]
Phan TL +8 more
europepmc +1 more source
Quantitative Analysis of Fluorescent Sensor Arrays
Fluorescent sensor arrays have great potential for the quantification of analytes in complex systems. Herein, statistical multivariate techniques and deep learning models to provide quantitative information from such arrays are reviewed. Fluorescent sensor arrays address the limitations of a single sensor by leveraging multiple sensing elements to ...
Karandeep Grover +3 more
wiley +1 more source
Absorption and amplification singularities in metasurface etalons with gain. [PDF]
de Gaay Fortman N +3 more
europepmc +1 more source
A customizable SERS‐based aptasensor platform integrates aptamer‐functionalized gold nanoparticles with machine learning models (RF and CNN) to detect tau protein, a key biomarker for Alzheimer's disease. This rapid, label‐free detection system achieves a detection limit of 100 pM, enabling early diagnosis and monitoring of disease progression.
Farbod Ebrahimi +4 more
wiley +1 more source
Loss of function in rpms-1 does not enhance phenotypes of rpm-1 mutants. [PDF]
Sun Y +5 more
europepmc +1 more source
Laser‐induced breakdown spectroscopy (LIBS), an atomic emission technique, is widely applied in fields like geology and biology. This rapid elemental analysis method leverages computational tools to boost precision and speed up data processing. This review explores machine learning and deep learning methods for analyzing LIBS spectral data, tackling ...
Pegah Dehbozorgi +3 more
wiley +1 more source
LIN28B promotes the progression of endometrial cancer through upregulating MYC and correlates with immune microenvironment. [PDF]
Diao Y +7 more
europepmc +1 more source
Development of a hip osteoarthritis index for gait quality assessment: a data-driven comparative study. [PDF]
Rahmani K +3 more
europepmc +1 more source
Early diagnosis of autism across developmental stages through scalable and interpretable ensemble model. [PDF]
Mumenin N +4 more
europepmc +1 more source

