Coupled Dynamics Between Networks and Fields in Physical Space: A Theoretical Perspective
Annalen der Physik, Volume 538, Issue 9, September 2026.Networks embedded in physical space often communicate through dynamical fields that both mediate and respond to collective behavior. A unified theoretical perspective is presented for these network‐field systems, linking established mathematical frameworks and revealing how feedback between discrete interactions and continuous spatial processes can ...
Alex Arenas +4 more
wiley +1 more source
A temporal adaptive dictionary-constrained LDA and Bi-calibrated dual granularity DTM framework for dynamic topic evolution analysis in academic papers. [PDF]
Sci RepYin X.
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Cochrane Evidence Synthesis and Methods, Volume 4, Issue 5, September 2026.ABSTRACT Introduction Artificial intelligence (AI) is a branch of technology enabling machines to emulate complex human skills; it can also entail problem‐solving using bioinspired methods. It is used for automating systematic literature reviews (SLR), that is, defining a clinical question, locating relevant literature, preliminary screening, study ...
Ana M. Barragán +5 more
wiley +1 more source
Exploring the Narratives of Patients With Cancer Using Large Language Models: Topic Modeling and Social Network Analysis. [PDF]
J Med Internet ResFeng X +4 more
europepmc +1 more source
High and minimally variable adult marine survival among multiple stocks of Chinook salmon
Ecosphere, Volume 17, Issue 9, September 2026.Abstract Estimates of individual survival across space and time provide critical information on processes that regulate population abundance. Here, we use state‐space models fit to data from more than 500 acoustically tagged Chinook salmon to better understand the factors that shape survival during the final summer and fall of marine residence—a life ...
Cameron Freshwater +6 more
wiley +1 more source
BMDD: A probabilistic framework for accurate imputation of zero-inflated microbiome sequencing data. [PDF]
PLoS Comput BiolZhou H, Chen J, Zhang X.
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Engineering Reports, Volume 8, Issue 9, September 2026.This study employs machine learning methods, utilizing social media reviews as a data source, to explore the perceptual characteristics and dynamic changes of urban residents towards community park landscapes. ABSTRACT This study employs machine learning methods, utilizing social media reviews as a data source, to explore the perceptual characteristics
Hongqi Zhou, Jiahui Zhou, Yiduo Ha
wiley +1 more source
Comparison of Artificial Intelligence Tools With Human Coding for Sentiment, Topic, and Thematic Analysis Tasks of Public Health Datasets During the COVID-19 Pandemic in Australia: Case Study. [PDF]
Online J Public Health InformHutchinson D +5 more
europepmc +1 more source
Reflective Pathways: Integrating Empathy Into the STEM Student Experiences
Future in Educational Research, Volume 4, Issue 3, Page 250-266, September 2026.ABSTRACT The growing demand for a globally competent STEM workforce showcases the importance of embedding empathy into undergraduate education. As a core dimension of global competence, empathy enables individuals to engage diverse perspectives and navigate collaborative challenges.
Aparajita Jaiswal +3 more
wiley +1 more source
Random Item Response Data Generation Using a Limited-Information Approach: Applications to Assessing Model Complexity. [PDF]
PsychometrikaSuh YS, Bonifay W, Cai L.
europepmc +1 more source