14 citations · 70 across the 12 of their papers we have counts for
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q-bio.QM2026
Identifiability Limits of Physics-Informed Inference for Spatial Stochastic Dynamics from Static Snapshots
Rujie Gu, Ray Zirui Zhang, Christopher E. Miles
Despite increasing scale and resolution, many biological measurements remain destructive, revealing only spatial information rather than the dynamics it encodes. By combining flexi…
q-bio.QM2025★ 6 cited
Mechanistic inference of stochastic gene expression from structured single-cell data
Christopher E. Miles
Single-cell gene expression measurements encode variability spanning molecular noise, cell-to-cell heterogeneity, and technical artifacts. Mechanistic stochastic models provide pow…
q-bio.QM2023★ 1 cited
Intrinsic statistical separation of subpopulations in heterogeneous collective motion via dimensionality reduction
Pei Tan, Christopher E Miles
Collective motion of locally interacting agents is found ubiquitously throughout nature. The inability to probe individuals has driven longstanding interest in the development of m…