4 papers
TIPS: A Topology-Informed Inverse Design Framework for Stochastic Multicellular Pattern Formation
Kenji Komiya, Andrew Kailiang Jin, Ryo Nishikimi +1
This study proposes a novel framework to estimate parameters for reproducing target multicellular patterns using an agent-based model (ABM). Two major challenges in multicellular A…
Exact Recovery in the Geometric Hidden Community Model
Julia Gaudio, Andrew Jin
Hidden community problems, such as community detection in the Stochastic Block Model (SBM), submatrix localization, and synchronization, have received considerable a…
Exact Recovery in the Geometric SBM
Julia Gaudio, Andrew Jin
Community detection is the problem of identifying dense communities in networks. Motivated by transitive behavior in social networks ("thy friend is my friend"), an emerging line o…
Arithmetic-Geometric Spectral Radius of Trees and Unicyclic Graphs
Ruiling Zheng, Xian, an Jin
The arithmetic-geometric matrix of a graph is a square matrix, where the -entry is equal to if the ver…