Connor Stirling Smith

Talks:

16:20 UTC

Temporal Network analysis with Julia SciML and DotProductGraphs

07/28/2023, 4:20 PM4:30 PM UTC
32-D463 (Star)

Many complex networks present a temporal nature, e.g. Social Networks, and their modelling is still an challenge. In this talk we’ll show how, in our research group, we use the Julia's SciML ecosystem to understand and predict the temporal evolution of networks. In particular, we'll present a new package DotProductGraphs.jl, that implements tools from the statistical theory of graph embedding (RDPG) to model temporal networks as dynamical systems.

Platinum sponsors

JuliaHub

Gold sponsors

ASML

Silver sponsors

Pumas AIQuEra Computing Inc.Relational AIJeffrey Sarnoff

Bronze sponsors

Jolin.ioBeacon BiosignalsMIT CSAILBoeing

Academic partners

NAWA

Local partners

Postmates

Fiscal Sponsor

NumFOCUS