For a cellular Potts tumor growth model coupled to PDEs, parallel solving with mpi4py and PETSc reaches about 1.9x speedup at 4 cores, while more cores degrade performance due to communication overhead.
Annual review of biomedical engineering13(1), 127–155 (2011)
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Multiscale Parallel Simulation of Malignant Pleural Mesothelioma via Adaptive Domain Partitioning -- an Efficiency Analysis Study
For a cellular Potts tumor growth model coupled to PDEs, parallel solving with mpi4py and PETSc reaches about 1.9x speedup at 4 cores, while more cores degrade performance due to communication overhead.