Predicting Performance of Hall Effect Ion Source Using Machine Learning
This study introduces HallNN, a machine learning tool for predicting Hall effect ion source performance using a neural network ensemble trained on data generated from numerical simulations. HallNN provides faster and more accurate predictions than numerical methods and traditional scaling laws, making it valuable for designing and optimizing Hall ...
Jaehong Park +8 more
wiley +1 more source
Granite Dust and Silica Fume as a Combined Filler of Reactive Powder Concrete. [PDF]
Huts A, Konkol J, Marchuk V.
europepmc +1 more source
Dielectric Elastomer Actuators as Safe and Effective Tools for Mechanostimulation of Human Cells
Replicating physiological forces is crucial for realistic cell models. Dielectric elastomer actuators (DEAs) offer a soft alternative, though their high voltages raised toxicity concerns. We demonstrate that DEA stimulation causes no cell damage, cell death or cell‐cycle disruption, while activating mechanosensitive responses.
Simon Holzer +6 more
wiley +1 more source
Variability of Properties of Wood Biomass Combustion Waste During the Heating Season in the Context of Their Environmental Use. [PDF]
Rolka E +2 more
europepmc +1 more source
SnRNA‐seq reveals cellular heterogeneity and proliferation mechanisms in limb venous malformations
To dissect the cellular heterogeneity and invasive mechanisms of limb venous malformations (VMs), this study first obtained tissue samples from four patients with VMs and four normal controls (NC). Single‐nucleus suspension was prepared, followed by transcriptome library construction and sequencing. After pretreatment, quality control, standardization,
Junjie Lin +13 more
wiley +1 more source
Evaluation of the Effectiveness of Selected Extinguishing Agents for Extinguishing Li-Ion Batteries and for Capturing Selected Contaminants. [PDF]
Rabajczyk A +4 more
europepmc +1 more source
Ac‐SDKP modulates apoptosis via HSP27 and the FAS/FASL and mitochondrial axes
Schematic diagram of Ac‐SDKP regulating the FAS/FASL and mitochondrial apoptosis pathways via HSP27. Ac‐SDKP inhibits HSP27 expression, activates the FAS/FASL pathway and Caspase‐3 signaling, increases Caspase‐8 and Caspase‐3 expression, and induces cell apoptosis.
Wenxin Guo +13 more
wiley +1 more source
Conceptualizing <i>in situ</i> energy station for Mars exploration. [PDF]
Yang Y, Tan P, Tian H, Shi L, Shu G.
europepmc +1 more source
Plant Virus Immunotherapy for HPV‐Associated Oropharyngeal Squamous Cell Carcinoma
Cowpea mosaic virus (CPMV) nanoparticles are safe and potent cancer immunotherapy candidates with strong immunomodulatory activity. CPMV activates innate immunity, which in turn drives adaptive immune responses and promotes durable, systemic antitumor effects.
Jessica Fernanda Affonso de Oliveira +7 more
wiley +1 more source
Case Report: Fluoxetine-induced leucocytoclastic vasculitis. [PDF]
Qin Y, Yao J, Jiang X, Chen W.
europepmc +1 more source

