Results 141 to 150 of about 76,384 (242)
Multi‐View Biomedical Foundation Models for Molecule‐Target and Property Prediction
Molecular foundation models can provide accurate predictions for a large set of downstream tasks. We develop MMELON, an approach that integrates pre‐trained graph, image, and text foundation models and validate our multi‐view model on over 120 tasks, including GPCR binding.
Parthasarathy Suryanarayanan +17 more
wiley +1 more source
Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph Laplacian. [PDF]
Cheng X, Mishne G.
europepmc +1 more source
This study challenges the traditional reliance on lesion size, demonstrating that cognitive impairment in unruptured bAVMs is fundamentally driven by global white matter disconnection. We identified a critical “structure–function decoupling,” where compensatory reorganization fails once the underlying structural scaffold collapses.
Xuchen Dong +11 more
wiley +1 more source
Examining brain maturation during adolescence using graph Laplacian learning based Fourier transform. [PDF]
Wang J +5 more
europepmc +1 more source
Coherent Disaggregation and Uncertainty Quantification for Spatially Misaligned Data
ABSTRACT Spatial misalignment arises when datasets are aggregated or collected at different spatial scales, leading to information loss. We develop a Bayesian disaggregation framework that links misaligned data to a continuous‐domain model through an iteratively linearised integration scheme implemented with the Integrated Nested Laplace Approximation (
Man Ho Suen, Mark Naylor, Finn Lindgren
wiley +1 more source
A hybrid RANS‐LES turbulence model adapted for the Moving Particle Semi‐implicit method is employed to investigate a turbulent free surface flow. A method based on the cell‐linked list is proposed to speed up the nearest wall search for the turbulence model.
Fabio Kenji Motezuki +3 more
wiley +1 more source
Forecasting With Machine Learning Shadow‐Rate VARs
ABSTRACT Interest rates are fundamental in macroeconomic modeling. Recent studies integrate the effective lower bound (ELB) into vector autoregressions (VARs). This paper studies shadow‐rate VARs by using interest rates as a latent variable near the ELB to estimate their shadow‐rate values.
Michael Grammatikopoulos
wiley +1 more source
Bayesian Network Marker Selection via the Thresholded Graph Laplacian Gaussian Prior. [PDF]
Cai Q, Kang J, Yu T.
europepmc +1 more source
Untamed: Unconstrained Tensor Decomposition and Graph Node Embedding for Cortical Parcellation
Using the proposed automated Untamed atlas generation pipeline, the resulting atlas achieves higher or comparable task contrast alignment relative to 14 baseline atlases. Ablation studies further show that incorporating spatial maps from NASCAR tensor decomposition yields higher resting‐state functional connectivity homogeneity compared to atlases ...
Yijun Liu +3 more
wiley +1 more source
Adsorption of fluorouracil (5‐FU) on XZn11O12 (X = Zn, Cu, Fe, Ni) nanoclusters and its interactions with human serum albumin (HSA) have been studied using density functional theory and molecular docking. Reduced HOMO‐LUMO gap of 5‐FU@NiZn11O12 nanocomplex suggests enhanced charge transfer activity.
Mohan Bahadur Kshetri +4 more
wiley +1 more source

