Scene graph-guided uncertainty decomposition improves confidence calibration in surgical visual question answering. [PDF]
Front Med (Lausanne)Song J +9 more
europepmc +1 more source
Engineering perfect state transfer graphs via givens transformations [PDF]
Pablo Serra +2 more
openalex +1 more source
Majority‐Voting Overlapping Method for Error Correction in DNA Data Storage
Advanced Intelligent Discovery, EarlyView.We propose an overlapping‐based majority‐voting method for DNA data storage error correction. By aligning multiple reads and choosing the most frequent base per position, it suppresses substitution errors without prior models. Validated on synthetic and real sequencing data, it achieves high‐fidelity, scalable, and cost‐effective reconstruction ...
Thi Bich Ngoc Nguyen +5 more
wiley +1 more source
A refined phenomenological model of viscoelastic clot formation and lysis in trauma-induced coagulopathy. [PDF]
Front Cardiovasc MedLiu G +6 more
europepmc +1 more source
Perfect State Transfer on Oriented Circulant Graphs: A Complete Classification [PDF]
Xingkun Song
openalex +1 more source
Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning
Advanced Intelligent Discovery, EarlyView.This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
wiley +1 more source
The Cycle Rank Threshold: Perfect Matchings and Bipartite Parter Graphs [PDF]
G. Arunkumar, Puja Samanta
openalex +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 +5 more
wiley +1 more source
Edge-Coloured Graphs with only Monochromatic Perfect Matchings and Their Connection to Quantum Physics [PDF]
L. Sunil Chandran, Rishikesh R. Gajjala
openalex +1 more source