Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery
ElementBERT extracts semantic embeddings of chemical elements from 1.29 million alloy‐related abstracts, providing robust descriptors that improve prediction accuracy by up to 23% across titanium, high‐entropy, and shape memory alloys, with demonstrated generalization on alloy compositions reported in 2025.
Yunze Jia +7 more
wiley +1 more source
Development and Validation of a Large Language Model Case Identification Strategy for Eosinophilic Esophagitis. [PDF]
Ketchem CJ +10 more
europepmc +1 more source
ABSTRACT Policy robustness, that is, the capacity of policies to sustain performance across diverse and uncertain futures, is increasingly considered a core objective of public policymaking. Although adaptive policymaking is widely promoted as an approach to achieving policy robustness, it suffers from a central paradox highlighted by theories of the ...
Ola G. El‐Taliawi, Nihit Goyal
wiley +1 more source
Natural language processing (NLP)-assisted assessment of neurologic severity and functional outcomes in factor Xa inhibitor-related intracranial hemorrhages. [PDF]
Sutton SS +4 more
europepmc +1 more source
Tracing change in the public perception of plants: insights from archives and social media in China
As urbanization accelerates, historic gardens serve as vital cultural treasures that offer spiritual and cultural support to the public. This study proposes an innovative approach that merges historical records from the Qing Dynasty with contemporary social media data to explore changes in public perceptions of these gardens.
Dong Xu +4 more
wiley +1 more source
Toward a Compositional Theory of Trust in Embodied Intelligence: A QNLP Framework for Modeling Context, Interaction, and Trustworthiness. [PDF]
Li Y, Song Y.
europepmc +1 more source
Ontologies for Sustainability: Theoretical Challenges
ABSTRACT The lack of sustainable practices in key sectors of human societies is a global concern, posing threats for the whole planet. This paper provides the first review of ontologies for sustainability efforts, outlining their roles in assessing and advancing such efforts. Section 2 outlines three major challenges associated with sustainability: (1)
Giorgio A. Ubbiali +2 more
wiley +1 more source
Natural Language Processing for Substance Use Disorder Information Extraction: A Systematic Literature Review. [PDF]
Wyse RJ +6 more
europepmc +1 more source
ABSTRACT European urban climate change research lacks integration across scales, geography, and climate challenges, despite Europe's coordinated policy frameworks. Through a hybrid bibliometric and systematic review of 1528 studies (2010–2025) using Cortext Manager and PRISMA 2020 guidelines, this study maps the conceptual patterns, knowledge gaps, and
Isabela Pichardo‐Velázquez +2 more
wiley +1 more source
Uncovering advanced transfer learning strategies for deep neural networks in natural language processing. [PDF]
Abbassy MM +3 more
europepmc +1 more source

