Natural Semantic Networks: The Concept of Mistreatment and Good Treatment in Students of Health Careers. [PDF]
Ortega-Bastidas J +13 more
europepmc +1 more source
A machine‐learning framework for asymmetric C–H borylation bridges multi‐entity 3D molecular graphs and chemical literature. Atom‐resolved mechanistic annotations extracted by large language models augment three‐component graph encoding of catalyst, substrate, and product. The model predicts enantioselectivity with high accuracy on unseen scaffolds and
Zhe Wang +4 more
wiley +1 more source
What does Psychological Well-being Mean for Mexican Late Adolescents? A Study with Natural Semantic Networks in the Post-pandemic Era. [PDF]
García-Avitia CA +2 more
europepmc +1 more source
By integrating knowledge‐augmented artificial intelligence with an oxygen‐supplemented 3D screening platform, a synergistic interaction between berberine and enzalutamide is identified. The framework integrates compound mechanisms of action with disease‐relevant signaling context to prioritize candidate combinations and generate testable pathway‐based ...
Chih‐Hui Lo +15 more
wiley +1 more source
Probabilistic Ising machines are introduced as hardware‐native Gaussian samplers for edge communication workloads. Tunable variance and sampling density enable accurate distributions for Falcon‐class post‐quantum signatures and diffusion‐based semantic communication.
Davi Rodrigues +10 more
wiley +1 more source
Intelligent fault detection strategy for knowledge entities in fault semantic networks of distribution network based on siamese networks. [PDF]
Sun X, Qin T, Tong L, Zhang H, Xu W.
europepmc +1 more source
Automating AI Discovery for Biomedicine Through Knowledge Graphs and Large Language Models Agents
This work proposes a novel framework that automates biomedical discovery by integrating knowledge graphs with multiagent large language models. A biologically aligned graph exploration strategy identifies hidden pathways between biomedical entities, and specialized agents use this pathway to iteratively design AI predictors and wet‐lab validation ...
Naafey Aamer +3 more
wiley +1 more source
From Matrices to Knowledge: Using Semantic Networks to Annotate the Connectome. [PDF]
Kopetzky SJ, Butz-Ostendorf M.
europepmc +1 more source
LLM‐Based Scientific Assistants for Knowledge Extraction: Which Design Choices Matter?
A comprehensive framework for optimizing Large Language Models in domain‐specific applications is introduced. The LLM Playground integrates Prompt Engineering, knowledge augmentation, and advanced reasoning strategies to enable systematic comparison of architectures and base models.
David Exler +7 more
wiley +1 more source
Alteration of Semantic Networks during Swear Words Processing in Schizophrenia. [PDF]
Lee SW +10 more
europepmc +1 more source

