DiSCO: deconvoluting spatial transcriptomics via combinatorial optimization with a foundational diffusion model. [PDF]
Liu J, Wu Y, Li L.
europepmc +1 more source
Metasurface‐Based Polarization‐Controlled Generation of 128‐Dimensional Vector Vortex Combs
The generation and continuous control of 128‐dimensional vector vortex combs using a single metasurface is reported. This work creates a class of structured light that uniquely integrates ultrahigh dimensionality with vector properties, and represents a crucial step toward on‐chip, reconfigurable generators for ultrahigh‐dimensional vector structured ...
Jiaqi Wang, Wenxi Wang, Wen Chen
wiley +1 more source
Visually meaningful image encryption using convolution neural networks. [PDF]
Himthani V, Hemrajani P, Kumar A.
europepmc +1 more source
Comb‐Driven Coherent Optical Transmitter for Scalable DWDM Interconnects
A comb‐driven coherent optical transmitter on a Si/SiN platform enables scalable DWDM interconnects by integrating ultra‐compact microring‐assisted modulators and interleavers. High‐baud coherent signaling achieves 400 Gb/s per wavelength and >$>$1 Tb/s multi‐channel transmission, with projected >$>$10 Tb/s per fiber, offering a path toward energy ...
Alireza Geravand +11 more
wiley +1 more source
Graphical Fourier-coefficient analysis as a paper-based method for teaching structure factors. [PDF]
Weirich TE.
europepmc +1 more source
When a Week Is Not A Week: How Temporal Boundaries Shift Regulatory Focus and Consumer Preference
ABSTRACT Does consumer perception of a sales event change if it falls across a calendar boundary (e.g., next month) versus within the current month, holding objective time constant? We investigate this question in the context of Cyber Monday, the global shopping event occurring the Monday after the U.S. Thanksgiving holiday.
David DeFranza, Promothesh Chatterjee
wiley +1 more source
An integrated model for conglomerate reservoir quality classification based on graph attention and multiscale multimodal features. [PDF]
Zhao B, Liu S, Lou Y, Yin B.
europepmc +1 more source
Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery
ElementBERT extracts semantic embeddings of chemical elements from 1.29 million alloy‐related abstracts, providing robust descriptors that improve prediction accuracy by up to 23% across titanium, high‐entropy, and shape memory alloys, with demonstrated generalization on alloy compositions reported in 2025.
Yunze Jia +7 more
wiley +1 more source
Integrating single-cell and single-nucleus datasets improves bulk RNA-seq deconvolution. [PDF]
Ivich A, Greene CS.
europepmc +1 more source
GPUMDkit: A User‐Friendly Toolkit for GPUMD and NEP
GPUMDkit is a comprehensive and user‐friendly toolkit for GPUMD and NEP programs, integrating format conversion, structure sampling, property calculation, and visualization into a unified interface, substantially lowering the barrier to entry for machine‐learning molecular dynamics simulations with GPUMD and NEP.
Zihan Yan +22 more
wiley +1 more source

