Topology‐Aware Deep Learning on Higher‐Order Structures for Drug Response Prediction
We present TopDr, a topology‐aware deep learning framework that encodes both drugs and cell lines as multiscale simplicial complexes, capturing interactions at the 0‐, 1‐, and 2‐simplex levels. By jointly integrating local higher‐order neighborhoods and global topological structures, TopDr generates enriched representations for sensitivity prediction ...
Cong Shen +3 more
wiley +1 more source
Dislocation‐Mediated Lattice Distortion and Griffiths Phase Behavior in Melt‐Spun Ni2MnSb Ribbons
This figure illustrates how melt‐spinning introduces dislocations into Ni2MnSb Heusler alloys. TEM images reveal local lattice distortions and associated strain fields surrounding dislocations at a representative wheel speed. As wheel speed increases, these distortions promote the formation of ferromagnetic clusters within a paramagnetic matrix ...
Kun Wang +11 more
wiley +1 more source
Extreme‐Thickness Meta‐Membrane for Controlling Terahertz Vectorial Beams
We propose ultra‐thin (λ/30) transmissive terahertz metasurfaces combining near‐field resonant and detour phases in coupled‐slit meta‐atoms, enabling continuous phase and polarization control beyond conventional designs. Based on leaky‐mode theory, scalar and vectorial terahertz Bessel beams at 0.39 THz are experimentally demonstrated, with ...
Yufei Song +7 more
wiley +1 more source
DiSCO: deconvoluting spatial transcriptomics via combinatorial optimization with a foundational diffusion model. [PDF]
Liu J, Wu Y, Li L.
europepmc +1 more source
Ubiquilin (UBQLN), like many other human proteins, contains both well‐folded and disordered regions. Here, we show that intramolecular interactions between disordered regions and folded domains modulate between open and closed topologies of UBQLN proteins, altering their structure and function.
Jessica K. Niblo +4 more
wiley +1 more source
Enhancing movie script creation through retrieval-augmented LLMs and stable diffusion scene modeling. [PDF]
Lulla A +4 more
europepmc +1 more source
AN EFFECTUAL APPROACH FOR CALCULATING COSINE SIMILARITY.
openaire +1 more source
Cosine similarity and orthogonality of persistence diagrams
Azmeer Nordin +4 more
openaire +1 more source
Semantic convergence in culturally loaded text translation by Large Language Models: a cross-model empirical analysis of English translations of <i>The Four Books</i>. [PDF]
Wan Q, Yu Q.
europepmc +1 more source
Duplex-Indel: a Snakemake pipeline for somatic Indel calling in Tn5 transposase-based duplex sequencing data. [PDF]
Dong G +9 more
europepmc +1 more source

