3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2026
HSG-12M: A Large-Scale Benchmark of Spatial Multigraphs from the Energy Spectra of Non-Hermitian Crystals
Xianquan Yan, Hakan Akgün, Kenji Kawaguchi +2
AI is transforming scientific research by revealing new ways to understand complex physical systems, but its impact remains constrained by the lack of large, high-quality domain-sp…
cond-mat.stat-mech2026★ 3 cited
Deterministic scale-invariant dynamics in a logistic Game-of-Life model
Hakan Akgun, Xianquan Yan, Tamer Taskiran +3
Scale invariance is a hallmark of criticality in complex dynamical systems. While random external inputs or tunable stochastic interactions are typically required to produce critic…