Results 141 to 150 of about 36,403 (314)

BL‐FlowSOM: Consistent and Highly Accelerated FlowSOM Based on Parallelized Batch Learning

open access: yesCytometry Part A, EarlyView.
ABSTRACT The recent increase in the dimensionality of cytometry data has led to the development of various computational analysis methods. FlowSOM is one of the best‐performing clustering methods but has room for improvement in terms of the consistency and speed of the clustering process. Here, we introduce Batch Learning FlowSOM (BL‐FlowSOM), which is
Fumitaka Otsuka   +7 more
wiley   +1 more source

Benefits of Open Quantum Systems for Quantum Machine Learning

open access: yesAdvanced Quantum Technologies, EarlyView., 2023
Quantum machine learning (QML), poised to transform data processing, faces challenges from environmental noise and dissipation. While traditional efforts seek to combat these hindrances, this perspective proposes harnessing them for potential advantages. Surprisingly, under certain conditions, noise and dissipation can benefit QML.
María Laura Olivera‐Atencio   +2 more
wiley   +1 more source

ETS‐NOCV Analysis of σ‐Donation and π‐Backdonation in Complexes of Boron Based Lewis Acids with N2, CO and NH3

open access: yesEuropean Journal of Inorganic Chemistry, EarlyView.
Lewis acids of the type B(SiR3)3 form short and strong bonds with N2 and CO. The strong bonding is the result of synergistic σ‐donation and π‐backdonation (from B−Si σ−bonds) that reduce the charge separation in comparison with complexes of regular boron Lewis acids, as indicated by the differential electrostatic potential (ΔV(r)). Abstract Lewis acids
Tore Brinck   +2 more
wiley   +1 more source

Stabilities and Limitations in the Reactivity of Phosphorus Ylide‐Based Aluminum‐ and Gallium‐Carbon Ambiphiles − A Combined Experimental and Computational Approach

open access: yesEuropean Journal of Inorganic Chemistry, Accepted Article.
The unexpected reactivity and stability limits of phosphorus ylide‐based aluminum‐ and gallium‐carbon ambiphiles are described. While the previously published t‐butyl‐substituted compound (2‐{AltBu2}‐C6H4)Ph2PCMe2 (1tBu) reactsreversibly with NH3 at room temperature with cleavage of a N–H bond, the reaction with MeNH2 is much less favourable and ...
Felix Krämer   +3 more
wiley   +1 more source

The subgraph eigenvector centrality of graphs [PDF]

open access: yesarXiv
Let $G$ be a connected graph and let $F$ be a connected subgraph of $G$ with a given structure. We consider that the centrality of a vertex $i$ of $G$ is determined by the centrality of other vertices in all subgraphs contain $i$ and isomorphic to $F$.
arxiv  

Characteristic Polynomial and Eigenproblem of Triangular Matrix over Interval Min-Plus Algebra

open access: yesJTAM (Jurnal Teori dan Aplikasi Matematika)
A min-plus algebra is a linear algebra over the semiring R_ε', equipped with the operations “"⊕'=min" ” and “⊗=+”. In min-plus algebra, there is the concept of characteristic polynomial obtained from permanent of matrix.
Anita Dwi Rahmawati   +2 more
doaj   +1 more source

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