Machine learning provides a unifying framework to connect structure, fluorescence properties, and applications of carbon‐based quantum dots. This review highlights how data‐driven strategies enable fluorescence regulation, reveal underlying mechanisms, and accelerate the rational design of functional carbon dots.
Liangfeng Chen +8 more
wiley +1 more source
SIVA: diagonal integration of spatial multi-omics data via spatially informed variational autoencoders and anchor guidance. [PDF]
Jiang P, Chen S, Wu X, Liu J, Tian T.
europepmc +1 more source
ABSTRACT Sustainable livestock manure management sits at the nexus of climate, nutrient circularity and water quality. This review explores how artificial intelligence (AI) and digital platforms are used across four management stages, that is, treatment, storage, valorisation and distribution, and figures out where integration fails to deliver ...
Zhan Shi +3 more
wiley +1 more source
AI and Machine Learning for Proteomics-Driven Drug Discovery: Methods, Tools, and Best Practices. [PDF]
Basak S.
europepmc +1 more source
Taste‐Active Peptides: Sensation Mechanisms and Structure–Taste Relationships
Overview of taste‐active peptides, including taste bud cellular organization, peptide–receptor interactions and signaling pathways, structure–taste relationships, and integrated computational and experimental strategies for peptide discovery, mechanism elucidation, and flavor modulation.
Dengyi Pei +4 more
wiley +1 more source
Histopathological Assessment of Myocardial Ischemia-Reperfusion Injury Using Transformer-Based Artificial Intelligence: Model Comparison Study. [PDF]
Liu C, Xu M, Lv Y, Zhu Z, Pan Y, Wang Y.
europepmc +1 more source
FEWT: Frequency‐Enhanced Wavelet‐Based Transformer for Multimodal Wheeled Bimanual Manipulation
An embodied mobile bimanual robot learns dexterous manipulation skills through imitation learning with multimodal perception. The integration of vision, proprioception, and tactile sensing establishes a comprehensive perception–action loop, enabling the robot to continuously understand, interact with, and adapt to complex physical environments.
Jiaxin Huang +6 more
wiley +1 more source
Correction: A new band selection approach integrated with physical reflectance autoencoders and albedo recovery for hyperspectral image classification. [PDF]
Sangeetha V, Agilandeeswari L.
europepmc +1 more source
A contrastive reconstruction vision transformer model for intelligent diagnosis of autism spectrum disorder. [PDF]
Xing L, Ding Z.
europepmc +1 more source
Autoencoders reveal polyunsaturated fatty acids (PUFA)-Related metabolic signature linked to cancer risk. [PDF]
Breeur M +32 more
europepmc +1 more source

