Markov-bridge generation of transition paths and its application to cell-fate choice

We present a method to sample Markov-chain trajectories constrained to both the initial and final conditions, which we term Markov bridges. The trajectories are conditioned to end in a specific state at a given time. We derive the master equation for Markov bridges, which exhibits the original trans...

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Bibliographic Details
Main Authors: Guillaume Le Treut, Sarah Ancheta, Greg Huber, Henri Orland, David Yllanes
Format: Article
Language:English
Published: American Physical Society 2025-01-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.7.013010
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