MatImageAgent: A Large Language Multimodal Agent for Materials Characterization Images
Materials Genome Engineering Advances, EarlyView.MatImageAgent, an LLM‐powered agent‐based system, automates materials science image analysis by task descriptions, shows high stability/accuracy, and boosts productivity by reducing programming needs. ABSTRACT Our study introduces MatImageAgent, an agent‐based system that employs large language models (LLMs) to completely automate the image analysis ...
Mingxi Jiang +6 more
wiley +1 more source
SPHN Connector - a scalable pipeline for generating validated knowledge graphs from federated and semantically enriched health data. [PDF]
BMC Med Inform Decis MakTouré V +7 more
europepmc +1 more source
Machine Learning Potential for Ga–In Alloy Melting
Materials Genome Engineering Advances, EarlyView.Liquid metals are essential for flexible electronics and soft robotics, yet their melting behavior remains difficult to predict. This work benchmarks machine‐learning potentials and introduces a local Lindemann approach for melting‐temperature calculations in disordered alloys, enabling realistic large‐scale simulations and advancing liquid‐metal ...
Chen Hua, Jing Liu
wiley +1 more source
Direct Simulations of H-He Mixtures at Planetary Interior Conditions: Demixing, Insulator-Metal Transition and Miscibility Boundaries. [PDF]
J Phys Chem LettKarasiev VV +6 more
europepmc +1 more source
Solvability and Boundedness in Chemotaxis‐Consumption Models With Oppositely Acting Nonlocal Sources
Mathematical Methods in the Applied Sciences, EarlyView.ABSTRACT In this paper, we investigate a chemotaxis system featuring a class of external source terms that incorporate both local and nonlocal growth as well as dampening effects. The model describes the evolution of a cell density u$$ u $$, which migrates in response to a chemical signal v$$ v $$, within an impermeable habitat.
Rafael Díaz Fuentes +3 more
wiley +1 more source
GLOBE: an explainable machine learning platform for preoperative prediction of thromboembolism and neurological deterioration in patients with glioma. [PDF]
Front NeurosciXiang F, Yang X, Xiang S, Fu M, Yang G.
europepmc +1 more source
Obesity, EarlyView.ABSTRACT Objective This meta‐analysis evaluates the safety and efficacy of glucagon‐like peptide‐1 receptor agonists (GLP‐1 RA) for the treatment of older adults with obesity compared to younger individuals. Methods A systematic review was conducted following PRISMA guidelines (PROSPERO CRD420251074381).
Inês Rego de Figueiredo +4 more
wiley +1 more source
Preclinical Efficacy and Safety Study of a Novel Dermal Fibroblast Modulating Drug, SLI-F06, in Cutaneous Wound Healing. [PDF]
MedComm (2020)Zheng Z +9 more
europepmc +1 more source
Proteins: Structure, Function, and Bioinformatics, EarlyView.ABSTRACT The aggregation of human islet amyloid polypeptide (hIAPP) into cytotoxic oligomers and amyloid fibrils is a hallmark of type 2 diabetes mellitus (T2DM), leading to pancreatic β‐cell dysfunction. In contrast, rat IAPP (rIAPP) is largely non‐amyloidogenic. Osmolytes such as glucose, glycerol, and sorbitol are known to stabilize globular protein
Kiara A. Kidman +3 more
wiley +1 more source
TwinSpectra-Spectroscopic scans of refuse-derived fuel particles. [PDF]
Data BriefFischer J +6 more
europepmc +1 more source