Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics.
Sungyong SeoChuizheng MengYan LiuPublished in: ICLR (2020)
Keyphrases
- average degree
- small world
- graph theory
- complex networks
- fully connected
- edge weights
- social networks
- highly connected
- social graphs
- recurrent networks
- dynamic networks
- graph representation
- weighted graph
- computer science
- bipartite graph
- dynamical systems
- community discovery
- directed edges
- random walk
- physical processes
- graph structure
- network analysis
- graph model
- scale free
- artificial intelligence
- network dynamics
- overlapping communities
- network design
- dynamic model
- directed graph
- graph structures
- clustering coefficient
- graph databases
- degree distribution
- betweenness centrality
- computer networks
- directed acyclic graph
- agent based simulations
- link formation
- graph matching