Results 171 to 180 of about 46,041 (255)

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

Stand Age-Associated Rhizosphere Bacterial Succession in the Desert Shrub <i>Haloxylon ammodendron</i>. [PDF]

Microorganisms
Zhao Z, Dong W, Zhou Z, Fan J.
europepmc   +1 more source

AI‐Driven Cancer Multi‐Omics: A Review From the Data Pipeline Perspective

Advanced Intelligent Discovery, EarlyView.
The exponential growth of cancer multi‐omics data brings opportunities and challenges for precision oncology. This review systematically examines AI's role in addressing these challenges, covering generative models, integration architectures, Explainable AI for clinical trust, clinical applications, and key directions for clinical translation.
Shilong Liu, Shunxiang Li, Kun Qian
wiley   +1 more source

Overcoming salinity barriers: granular straw promotes carbon cycling in saline soils by reshaping microbial community assembly. [PDF]

Front Microbiol
Fan T, Hu K, Xue S, Li P, Zhang Y, Wang X.   +5 more
europepmc   +1 more source

Machine Learning‐Based Estimation of Experimental Artifacts and Image Quality in Fluorescence Microscopy

Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.
The use of image quality metrics in combination with machine learning enables automatic image quality assessment for fluorescence microscopy images. The method can be integrated into the experimental pipeline for optical microscopy and utilized to classify artifacts in experimental images and to build quality rankings with a reference‐free approach ...
Elena Corbetta, Thomas Bocklitz
wiley   +1 more source

Subgroup disparities in the mediating roles of income and social support between education level and depressive symptoms among Chinese middle-aged and older adults: an analysis based on the China health and retirement longitudinal study. [PDF]

BMJ Open
Wang W, Fan Y, Ma C.
europepmc   +1 more source

Optimizing 3D Bin Packing of Heterogeneous Objects Using Continuous Transformations in SE(3)

Advanced Intelligent Systems, EarlyView.
This article presents a method for solving the three‐dimensional bin packing problem for heterogeneous objects using continuous rigid‐body transformations in SE(3). A heuristic optimization framework combines signed‐distance functions, neural network approximations, point‐cloud bin modeling, and physics simulation to ensure feasibility and stability ...
Michele Angelini, Marco Carricato
wiley   +1 more source

From neurobiological regulation to socio-ecological remodeling: a mini review of yoga interventions for adolescent smartphone addiction. [PDF]

Front Psychol
An X, Ye W, Fan Y.
europepmc   +1 more source

Resource‐Aware Contrastive Scattering Meta‐Learning for Efficient Few‐Shot Acoustic Anomaly Detection

Advanced Intelligent Systems, EarlyView.
This paper introduces a resource‐aware Contrastive Scattering Meta‐Learning (CSML) framework for acoustic anomaly detection. By leveraging training‐free wavelet scattering and metric‐based meta‐learning, the model achieves competitive performance with only 50 K learnable parameters—a 98% reduction compared to state‐of‐the‐art frameworks—enabling ...
Rami Zewail, Bassem Mokhtar
wiley   +1 more source

Rapid changes in major nutrients and fungal community during early decomposition of <i>Betula platyphylla</i> litter on volcanic lava plateau. [PDF]

Front Fungal Biol
Wei Y, Cheng J, Liu Y, Xia T, Huang Q, Yang F, Fan R.   +6 more
europepmc   +1 more source