14 citations · 15 across the 2 of their papers we have counts for
3 papers
math.NA2026★ 1 cited
Learning Hidden Ecological and Epidemic Processes in a Reduced-Order Space
Maria Vasilyeva, Zheng Wei, Kelum Gajamannage +3
We study data-driven learning of ecological and epidemic dynamics governed by nonlinear reaction and reaction--diffusion systems. We consider both neural approaches for learning th…
q-bio.MN2025
Modeling GRNs with a Probabilistic Categorical Framework
Yiyang Jia, Zheng Wei, Zheng Yang +1
Understanding the complex and stochastic nature of Gene Regulatory Networks (GRNs) remains a central challenge in systems biology. Existing modeling paradigms often struggle to eff…
stat.ME2015★ 14 cited
Parallel Markov Chain Monte Carlo for Non-Gaussian Posterior Distributions
Alexey Miroshnikov, Erin M. Conlon
Recent developments in big data and analytics research have produced an abundance of large data sets that are too big to be analyzed in their entirety, due to limits on computer me…