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
A Kinetic Model-Driven Techno-Economic Analysis of Plastic Pyrolysis: Linking Process Dynamics to Economic Viability. [PDF]
Zaker Hosseiny F, Shi R.
europepmc +1 more source
Four decades of retinal vessel segmentation research (1982–2025) are synthesized, spanning classical image processing, machine learning, and deep learning paradigms. A meta‐analysis of 428 studies establishes a unified taxonomy and highlights performance trends, generalization capabilities, and clinical relevance.
Avinash Bansal +6 more
wiley +1 more source
Acetylome Analyses Provide New Insights Into the Effects of Childhood Allergic Rhinitis on Olfactory Bulb-Dependent Olfactory Impairment. [PDF]
Wang R +10 more
europepmc +1 more source
Abstract This study examines the impact of soil erosion on agricultural land values in the United States (US) Midwest. Based on a novel county‐level panel data set with information on soil erosion levels and agricultural land values covering five census years (1997, 2002, 2007, 2012, and 2017), we separately investigate the direct effect of two types ...
Le Chen +3 more
wiley +1 more source
Linking Global Integrated Assessment and Hybrid Input-Output Models To Support Steel Decarbonization Policies in Europe. [PDF]
Ghezzi D +6 more
europepmc +1 more source
Food insecurity and unemployment among immigrants in the United States
Abstract Immigrants can be more vulnerable to economic downturns and, during periods of economic hardship, more likely to experience food insecurity compared to natives. This study examines the differential effect of the unemployment rate on the probability of being food insecure among diverse groups of immigrant households relative to natives in the ...
Siwen Zhou +3 more
wiley +1 more source
Energy Emissions Accounting Methods Can Determine Whether Direct Air Capture with Storage Achieves Net Removal. [PDF]
Hanes RJ +10 more
europepmc +1 more source
Abstract This study employs a schizocartographic approach to explore community narratives of space, memory, and violence in Kraaifontein, Cape Town. Through participants' accounts, ordinary places—gardens, shops, blocks, sports grounds, and streets—emerge as ambivalent geographies where trauma, resilience, and belonging intersect.
Guido Veronese +2 more
wiley +1 more source
Resource endowment, medical services utilization and health poverty vulnerability: evidence from middle-aged and older households in rural western China. [PDF]
He J, Wang W, Ma X, Hu Q, Qiao H.
europepmc +1 more source

