CellFluxRL post-trains the CellFlux model with RL using seven biological reward functions to generate more biologically valid virtual cell images.
Toward computational systems biology.Cell Biochemistry and Biophysics, 40(2):167–184,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning
CellFluxRL post-trains the CellFlux model with RL using seven biological reward functions to generate more biologically valid virtual cell images.