Recent work suggests knowledge sources can be added into the topic modeling process to label topics and improve topic discovery.The knowledge sources typically consist of a collection of human-constructed articles, each describing a topic (article-topic) for an entire domain.However, these semisupervised topic models assume a corpus to contain topi
Abstract Objective To investigate the distribution and activation of B-cell subpopulations in rheumatoid arthritis (RA) patients treated with Janus kinase inhibitors (JAKis) and to analyze their correlation with disease remission.Methods Peripheral blood samples were collected from 23 adult healthy controls and 58 RA patients, 31 of whom were treat
The quest for efficient, stable, and reliable operation of power devices for electric vehicle traction has intensified over the years for improved performance.To this end, the study BCAA on dual inverter-fed split-phase Interior Permanent Magnet Synchronous Machine (IPMSM) is undertaken in order to authenticate the precise magnetic coupling between
There is a large number of factors that affect the long-term permissible load currents of power cables, including environmental conditions, the method of laying, as well as the geometric, thermal and electrical characteristics of the cable structure.The catalogs of manufacturers of power thigh-strapon cables with cross-linked polyethylene insulatio
Abstract Hydrogels are frequently used in regenerative medicine due to their hydrated, tissue-compatible nature, and tuneable mechanics.While many strategies enable bulk mechanical modulation, little attention is given to tuning surface tribology, and its impact on cellular behavior under mechanical stimuli.Here, we demonstrate that photocrosslinki