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20232026
most citedMechanistic inference of stochastic gene expression from structured single-cell data

6 citations · 8 across the 4 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

stat.ME2024★ 1 cited

Variational Markov chain mixtures with automatic component selection

Christopher E. Miles, Robert J. Webber

Markov state modeling has gained popularity in various scientific fields since it reduces complex time-series data sets into transitions between a few states. Yet common Markov sta…

cs.LG2024★ 4 cited

BiLO: Bilevel Local Operator Learning for PDE Inverse Problems

Ray Zirui Zhang, Christopher E. Miles, Xiaohui Xie +1

We propose a new neural network based method for solving inverse problems for partial differential equations (PDEs) by formulating the PDE inverse problem as a bilevel optimization…