Machine learning of time series data using persistent homology. [PDF]
Ichinomiya T.
europepmc +1 more source
Persistent homology analysis distinguishes pathological bone microstructure in non-linear microscopy images. [PDF]
Pritchard Y +5 more
europepmc +1 more source
Resistant Peanut Genotype Reprograms Rhizosphere Metabolism to Enhance Bacterial Wilt Suppression
The resistant peanut genotype selectively recruits beneficial bacteria, which coincides with the activation of salicylic acid (SA)‐dependent systemic acquired resistance (SAR) against Ralstonia solanacearum. Keystone rhizosphere metabolites are positively correlated with both beneficial microbiome assembly and SAR gene expression.
Rui Ren +20 more
wiley +1 more source
Persistent homology elucidates hierarchical structures responsible for mechanical properties in covalent amorphous solids. [PDF]
Minamitani E +3 more
europepmc +1 more source
A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology. [PDF]
Clough JR +5 more
europepmc +1 more source
Conventional passive radiative cooling films rely on costly feedstocks and energy‐intensive fabrication, with poor end‐of‐life compatibility in agriculture. To address this challenge, a sustainable radiative cooling mulch (SRCM) is developed from waste maize leaves via spontaneous hydrogen‐bond self‐assembly.
Hao Li +13 more
wiley +1 more source
Topological signatures of brain dynamics: persistent homology reveals individuality and brain-behavior links. [PDF]
Wang Y, Xian J, Chen Y, Yan Y.
europepmc +1 more source
A statistical approach to knot confinement via persistent homology. [PDF]
Celoria D, Mahler BI.
europepmc +1 more source
Host‐specific compatibility between RNF138‐like proteins and flavivirus NS5 determines NS5 stability. Mammalian RNF138 but not arthropod homologs recognizes and induces conserved NS5/RdRp K48‐linked ubiquitination and proteasomal degradation, thereby restricting viral replication. Ectopic RNF138 in mice attenuates TBEV‐induced pathogenesis. (Created in
Jialiang Sun +6 more
wiley +1 more source
Predicting Affinity Through Homology (PATH): Interpretable binding affinity prediction with persistent homology. [PDF]
Long Y, Donald BR.
europepmc +1 more source

