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Information exchange between the particles is modeled by a bidirectional graph which is assumed to have a spanning tree.
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The random graphs were a mixture of bidirectional graphs, comprising fully-connected graphs for describing contact pattern within the household, and Barabasi-Albert scale free graphs [ 28] for describing other social contacts.
The communication between any two nodes in the network is bidirectional therefore undirected graphs are used because it is easier and economical in terms of time complexity to model undirected graphs.
The results of such partitioning on the glycosylation pathways remained robust when an alternative method that was designed for bidirectional or undirected graphs was applied by ignoring the edge directions [26].
The excitatory populations in these so-called "cortical networks" are organized as a graph of Bidirectional Associative Memories (BAMs), where edges of the graph correspond to BAMs connecting two neural modules and nodes of the graph correspond to excitatory populations with associative feedback connections (and inhibitory interneurons).
Each edge in a string graph is bidirectional to model the double-stranded nature of DNA and labelled with the unmatched substrings of the sequence reads.
For each gene pair, all GO terms that were used to annotate the two genes were considered, and functional distance between the genes was may be determined as the distance of the shortest path between the genes in the GO graph, using a bidirectional version of Dijkstra's algorithm [ 29] as implemented using NetworkX [ 30].
This corresponds to the case in which all connections between pairs of nodes are bidirectional, or all those networks whose connectivity graph is equivalent to an undirected graph.
Bidirectional Breadth-First-Search is a graph search algorithm that finds a shortest path from source node to destination node in a directed graph.
The resulting bidirectional relationships can affect the inferred graph topology by introducing spurious connections.
An Object Grammar is a variation on traditional BNF grammars, where the notation is extended to support declarative bidirectional mappings between text and object graphs.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com