1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ML2026
Scalable inference of spatial regions and temporal signatures from time series
Jiayu Weng, Alec Kirkley
Regionalization aims to partition a spatial domain into contiguous regions that share similar characteristics, enabling more effective spatial analysis, policy making, and resource…
q-bio.MN2025
Tracking large chemical reaction networks and rare events by neural networks
Jiayu Weng, Xinyi Zhu, Jing Liu +3
Chemical reaction networks are widely used to model stochastic dynamics in chemical kinetics, systems biology and epidemiology. Solving the chemical master equation that governs th…
q-bio.MN2022★ 1 cited
Neural-network solutions to stochastic reaction networks
Ying Tang, Jiayu Weng, Pan Zhang
The stochastic reaction network in which chemical species evolve through a set of reactions is widely used to model stochastic processes in physics, chemistry and biology. To chara…