Results 221 to 230 of about 247,748 (272)

Interpretability and Representability of Commutative Algebra, Algebraic Topology, and Topological Spectral Theory for Real‐World Data

Advanced Intelligent Discovery, EarlyView.
This article investigates how persistent homology, persistent Laplacians, and persistent commutative algebra reveal complementary geometric, topological, and algebraic invariants or signatures of real‐world data. By analyzing shapes, synthetic complexes, fullerenes, and biomolecules, the article shows how these mathematical frameworks enhance ...
Yiming Ren, Guo‐Wei Wei
wiley   +1 more source

High-Precision Indoor VLP Scheme Based on the Synergy of SMO Multipath Suppression and Intelligent Algorithms. [PDF]

Sensors (Basel)
Yang Y, Zhang J, Liu S.
europepmc   +1 more source

Composition‐Aware Cross‐Sectional Integration for Spatial Transcriptomics

Advanced Intelligent Discovery, EarlyView.
Multi‐section spatial transcriptomics demands coherent cell‐type deconvolution, domain detection, and batch correction, yet existing pipelines treat these tasks separately. FUSION unifies them within a composition‐aware latent framework, modeling reads as cell‐type–specific topics and clustering in embedding space.
Qishi Dong, Zijian Huang, Xuanwu Wang, Zhenghui Feng, Wei Liu, Bingding Huang   +5 more
wiley   +1 more source

Anti-noise variational sparse Bayesian estimation ghost imaging based on 3Level factor graph. [PDF]

Sci Rep
Xiang S, Bai Y, Zhou Q, Chen J, Zhai J, Yin J, Liu T, Liu X, Huang X, Fu X.   +9 more
europepmc   +1 more source

Harnessing Machine Learning to Understand and Design Disordered Solids

Advanced Intelligent Discovery, EarlyView.
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

Physics-informed deep learning enables fast ultrahigh-resolution nuclear magnetic resonance spectroscopy. [PDF]

Commun Chem
Bao J, Ni Y, Hu L, Zhan H.
europepmc   +1 more source

An interpretable cascaded residual iterative network for sparse-view spectral CT imaging. [PDF]

Quant Imaging Med Surg
Zhang X, Wang S, Liang N, Zheng Z, Cai A, Li L, Yu H, Yan B.   +7 more
europepmc   +1 more source

Block compressive sensing-based image denoising framework using optimized sensing matrix and split Bregman algorithm. [PDF]

Sci Rep
Thomas EN, Theeda P, Praveen T.
europepmc   +1 more source

Graph-Based and Multi-Stage Constraints for Hand-Object Reconstruction. [PDF]

Sensors (Basel)
Wang W, Dang J, Wang Y, Yu H.
europepmc   +1 more source

NeuroConText: Contrastive learning for neuroscience meta-analysis with rich text representation. [PDF]

Imaging Neurosci (Camb)
Ghayem F, Meudec R, Dockès J, Thirion B, Wassermann D.   +4 more
europepmc   +1 more source