A Review of Topological Data Analysis and Topological Deep Learning in Molecular Sciences. [PDF]
Wee J, Jiang J.
europepmc +1 more source
Giant Orbital Rashba–Edelstein Effect in Crystalline Cu2O/Cu Heterostructures
An enhanced orbital Rashba–Edelstein effect is demonstrated in a crystalline Cu2O/Cu heterostructure, compared to naturally oxidized CuOx structures, highlighting the critical role of crystallinity and interface control in orbital torque generation. The resulting spin torque conductivity exceeds that of Pt, indicating the potential of orbital torque ...
San Ko +10 more
wiley +1 more source
Topological Data Analysis for Unsupervised Feature Selection in Large Scale Spatial Omics Data Sets. [PDF]
Boyle J +6 more
europepmc +1 more source
Highly Entangled Bottlebrush Polymer Networks
Bottlebrush polymers are difficult to entangle, enabling ultrasoft yet brittle networks. We report highly entangled bottlebrush elastomers that remain ultrasoft (∼1 kPa) yet stretch to ∼1800% and exhibit exceptional fatigue resistance. Their intrinsic fatigue strength—fatigue threshold normalized by modulus—surpasses that of highly entangled linear ...
Myoeum Kim +3 more
wiley +1 more source
TDAGENE: Inference of Gene Regulatory Network Based on Topological Data Analysis and Graph Attention Network for Single-Cell RNA Sequencing Data. [PDF]
Wu Y, Kang Y, Gu J, Zhu H, Li Z.
europepmc +1 more source
Fully recombinant protein‐based biomaterials execute complex Boolean logic for user‐programmable material degradation and concomitant therapeutic cargo release. Biologics, such as growth factors, can be incorporated within the crosslinkers as “drugamers”, while encapsulated cells can be released according to nested YES/OR/AND‐type logical operations ...
Murial L. Ross +3 more
wiley +1 more source
Node persistence from topological data analysis reveals changes in brain functional connectivity. [PDF]
Mondal M, Yadav Y, Jost J, Samal A.
europepmc +1 more source
A light‐responsive liquid crystal (LC) polymer network integrating molecular rotary motors and photothermal converters enables the decoupling of photochemical and photothermal effects. Selective wavelength activation allows orthogonal control over persistent shape encoding and fast reversible motion, enabling programmable soft robots capable of complex
Guiying Long +3 more
wiley +1 more source
Geodynamics of a global plate reorganization from topological data analysis. [PDF]
Janin A +3 more
europepmc +1 more source
Topological data analysis expands the genotype to phenotype map for 3D maize root system architecture. [PDF]
Li M +6 more
europepmc +1 more source

