MethyAnno enables robust and interpretable annotation of single‐cell DNA methylation data by integrating multi‐scale epigenetic information, bidirectional cross‐attention, and prototype‐based metric learning. The framework resolves rare and novel cell types across datasets while revealing cell‐type‐specific epigenetic signatures associated with disease
Yuhang Jia +4 more
wiley +1 more source
Research on the influence of micro-pile layout of stability of landslide resistance. [PDF]
Li H, Yang M, Lan Z.
europepmc +1 more source
MXene‐Based Room‐Temperature NO2 Gas Sensors: A Meta‐Analysis
This study presents the first comprehensive meta‐analysis of MXene‐based NO2 sensors, decoding 32 study characteristics across 61 peer‐reviewed studies. By isolating materials chemistry as the primary performance driver over device‐level parameters, the authors establish a methodological blueprint and a predictive structure–function map to accelerate ...
Alexander Khort +3 more
wiley +1 more source
Optimization of femtosecond laser spot coverage: analytical modeling of spatial frequencies, anisotropy, and saturation boundaries. [PDF]
Mosquera SA.
europepmc +1 more source
High‐Throughput Screening for Accelerated Oxide Glass Discovery
A high‐throughput screening platform is presented that allows for accelerating laboratory glass synthesis by a factor of 102, using multicomponent stereolithographic printing. Automatic sample evaluation is achieved via Raman spectroscopy and similarity analysis without any sample preparation.
Igor Seibel‐Geraschenko +5 more
wiley +1 more source
Plant spacing modulates growth, yield and nutrient dynamics of sponge gourd under semi-arid conditions. [PDF]
Abbas SM +8 more
europepmc +1 more source
Abstract Representation of Movement Parameters in Basal Ganglia Output
The basal ganglia output provides a scalable velocity/position signal across behavioral contexts, supporting the idea that these variables are represented in the brain as abstract entities rather than as fixed changes in joint angles or specific sets of body effectors.
Ana Silvia Báez‐Cordero +3 more
wiley +1 more source
Machine learning-based optimization of dual subthalamic nucleus and substantia nigra targeting in deep brain stimulation. [PDF]
Leavitt D, Negahbani F, Gharabaghi A.
europepmc +1 more source
Ab Initio Thermoelectric Transport Calculations of Alloyed Half‐Heuslers
The effect of alloying on the electronic transport of half‐Heusler thermoelectric materials is explored using a fully ab initio approach. A novel method is developed that combines calculations of alloyed supercells with Boltzmann transport, considering the full energy and momentum dependent scattering processes from first principles extracted ...
Ankit Kumar +2 more
wiley +1 more source
Experimental study on the coupling control of rock blasting vibration and rock fragmentation size. [PDF]
He L +6 more
europepmc +1 more source

