2 papers
cs.SI2025
Belief propagation for finite networks using a symmetry-breaking source node
Seongmin Kim, Alec Kirkley
Belief Propagation (BP) is an efficient message-passing algorithm widely used for inference in graphical models and for solving various problems in statistical physics. However, BP…
cond-mat.soft2025
Percolation transition in entangled granular networks
Seongmin Kim, Daihui Wu, Yilong Han
Highly nonconvex granular particles, such as staples and metal shavings, can form solid-like cohesive structures through geometric entanglement (interlocking). The network structur…