Dissecting the Ecological Structure of Health and Disease in the Global Gut Microbiome
We introduce Wiredancer, a framework that identifies three continuous ecological factors of the gut microbiota. These factors exhibit distinct patterns across health and disease, jointly capturing disrupted ecological stability and offering a new perspective for precision diagnostics and therapeutic strategies.
Baoyuan Zhu +19 more
wiley +1 more source
Accuracy and Efficiency Benchmarks of Pretrained Machine Learning Potentials for Molecular Simulations. [PDF]
Eastman P, Pretti E, Markland TE.
europepmc +1 more source
Solid Harmonic Wavelet Bispectrum for Image Analysis
The Solid Harmonic Wavelet Bispectrum (SHWB), a rotation‐ and translation‐invariant descriptor that captures higher‐order (phase) correlations in signals, is introduced. Combining wavelet scattering, bispectral analysis, and group theory, SHWB achieves interpretable, data‐efficient representations and demonstrates competitive performance across texture,
Alex Brown +3 more
wiley +1 more source
Hybrid modeling of science and math teachers' psychological preparedness for AI- integrated teaching environment: EGA perspective of instructional proficiency, professional motivation, technophilia and needs of training. [PDF]
Ibrahem UM +6 more
europepmc +1 more source
When a master transcription factor (TF) is lost, bacteria can rapidly rewire gene regulatory networks by co‐opting related regulators. Using experimental evolution in Pseudomonas fluorescens, we show that TF promiscuity (low‐level, non‐cognate binding) provides the raw material for rewiring. Successful co‐option follows a predictable hierarchy governed
Tiffany B. Taylor, Alan M. Rice
wiley +1 more source
Decoding dynamic emotional valence in GenAI interactions: insights from covariate-dependent Markov chains. [PDF]
Luo YT, Liu T, Pang P, Kan HY.
europepmc +1 more source
Measuring Psychological Constructs from Social Media Text Using the Word Embedding Projection Approach. [PDF]
Deng X, Li Y.
europepmc +1 more source
Prediction of Bond Strength in Corroded Reinforced Concrete Using SVM and XGB Methods. [PDF]
Chen ZQ, Chen Z, Zhong YZ.
europepmc +1 more source
An Entropy-Based Framework for Hybrid Coalitions in Game Theory-Part I: Human Arbitration. [PDF]
Sepúlveda-Fontaine SA, Amigó JM.
europepmc +1 more source

