Self-loopsThe graph Gσdocumentclass[12pt]{minimal} usepackage{amsmath} usepackage{wasysym} usepackage{amsfonts} usepackage{amssymb} usepackage{amsbsy} usepackage{mathrsfs} usepackage{upgreek} setlength{oddsidemargin}{-69pt} begin{document}$$G_sigma $$end{document} is obtained from graph G ...
The energy of graphs containing self-loops is considered. If the graph G of order n contains sigma self-loops, then its energy is defined as E(G) = Sigma vertical bar lambda(i) - sigma/n vertical bar where lambda(1), lambda(2), . . . , lambda(n) are the eigenvalues of the adj...
Okay, so that's a very, very quick dump of information about EP3 and I'd like to leave a lot of time for questions and to use some sort of live demonstrations and hear from you about how you want to use a tool that gives you access to EnergyPlus in a more friendly manner. So I...
select article A graph attention network with spatio-temporal wind propagation graph for wind power ramp events prediction Research articleAbstract only A graph attention network with spatio-temporal wind propagation graph for wind power ramp events prediction Xinghao Peng, Yanting Li, Fugee Tsung Article...
We present our work on developing and training scalable, trustworthy, and energy-efficient predictive graph foundation models (GFMs) using HydraGNN, a mult
This interaction energy can be defined as the difference between the vibrational self-energy of a point defect in a crystal with a free surface and the vibrational self-energy of the same defect when it is sufficiently far from the free surface that it becomes independent of its location in ...
The topology graph used in this study is an undirected graph, which does not contain parallel edges or self loops. Below are the definitions of the three important matrices involved in this article [17]. 1) Adjacency matrix The adjacency matrix is a symmetric square matrix with zero main...
Protein-protein interactions are at the heart of all cellular processes, with the ribosome emerging as a platform, orchestrating the nascent-chain interplay dynamics. Here, to study the characteristics governing co-translational protein folding and compl
The storage voltage has been arbitrarily set to 88% of the maximum capacitor voltage rating, the capacitance derating factor has been set to 74%, and the conversion efficiency has been set to 91%. Fig. 6 illustrates the energy density achievable with a bulk-capacitors solution that uses the ...
Renewable energy source integration into energy systems can contribute to transmission congestion, which requires time-consuming and capital-intensive upgrades to address. Grid-enhancing technologies (GETs) can increase the capacity of grids with minimal investment, preventing congestion and curtailment of re...