Radiomic Signature of the Substantia Nigra on Neuromelanin-Sensitive MRI Distinguishes Bipolar II Disorder From Unipolar Depression. [PDF]
Kuai X +6 more
europepmc +1 more source
Harnessing Machine Learning to Understand and Design Disordered Solids
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley +1 more source
An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting
Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto +5 more
wiley +1 more source
Latent Cardiometabolic Phenotypes and Their Sociodemographic Correlates Among US Adults: A Cross-Sectional Latent Class Analysis Using NHANES (2011-2018) Data. [PDF]
Unnikrishnan G, Singh A, Harijith KR.
europepmc +1 more source
A machine learning framework simultaneously predicts four critical properties of monomers for emulsion polymerization: propagation rate constant, reactivity ratios, glass transition temperature, and water solubility. These tools can be used to systematically identify viable bio‐based monomer pairs as replacements for conventional formulations, with ...
Kiarash Farajzadehahary +1 more
wiley +1 more source
Efficient Variance Estimation for the Polytomous Discrimination Index. [PDF]
Feng Q +4 more
europepmc +1 more source
The hydration behavior of C3S in seawater‐relevant solutions is studied based on experiments, boundary nucleation and growth (BNG) modeling, and machine learning. The main ions included in seawater modify hydration mechanisms, with MgCl2 showing the strongest acceleration effect at the same concentration.
Yanjie Sun +6 more
wiley +1 more source
Urinary CXCL9 Across the Spectrum of Kidney Allograft Inflammation. [PDF]
Cortes Garcia E +24 more
europepmc +1 more source
In Situ Contact Angle Measurement for Autonomous Spin Coating in Self‐Driving Labs
A vision‐based add‐on transforms commercial spin coaters into autonomous modules of Self‐Driving Labs. Combining a width‐scaled U‐Net with classical geometric analysis, the system simultaneously measures contact angles and estimates substrate pose using a single camera.
Sven Fischer, Micha Hiegle, Holger Röhm
wiley +1 more source
Evaluating microbial network inference methods: moving beyond synthetic data with reproducibility-driven benchmarks. [PDF]
Ghaeli Z, Aghdam R, Eslahchi C.
europepmc +1 more source

