My own submission was a web app that implemented a graphing calculator in JavaScript.
We have implemented a graph-theoretic method that identifies the critical fragments of the bipartite digraph of a biochemical mechanism.
We have implemented a graph-theoretic method that allows for parameter-free model testing of biochemical mechanisms with mass action kinetics for multistability, oscillations and Turing instability.
To fulfill this task, we implemented a graph-based framework to study in depth the stability of prokaryotic genomes and applied it to a selected dataset of genomes.
Implementing a graph theory approach in the software FIRST reveals the hotspots that are crucial for the overall rigidity of the supramolecular helical structures and the remaining non-hotspots available for mutations.
However, implementing a graph database without any kind of structure would be equivalent to trying to search the current heterogeneous landscape of research data impossible because nothing is standardized (for example, think about how many ways a scientist could indicate that they used spectrophotometry in their work).
Images of dendritic networks (MAP2 staining) were manually converted into graphs (Figure 3a1,2) by implementing a graph deduction paradigm similar to the one used by Shefi et al. [17], where vertices were marked mainly at dendro-dendritic intersections, cell bodies, bifurcations, or growth cones (Figure 3a1,2).
In support of Levchin's point, Gurley recounted the similar example of how Netflix had originally implemented a social graph model into their movie recommendation system but quickly found that it wasn't nearly as effective as other types of recommendation algorithms.
For instance, it can easily replace the current graph encoding such as CSR/CSC [20] and the ilk by implementing a few graph primitive functions such as "retrieve neighbors of a node", "check if a neighbor exists", "get degree of a node", among other primitive graph operations used as building blocks.
Since this algorithm is already implemented in a graph drawing software [ 38], we plan to develop an input module for omic data.
The performance of such a network was tested by implementing a linear graph topology by NXT robots.
