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9797
9898In the **distributed ** approach, libEnsemble can be run using the **mpi4py **
9999communicator, with workers distributed across nodes. This is most often used
100- when workers run simulation code directly, via a Python interface, and may be
101- run an mpirunner , for example (using an `mpich ` based MPI)::
100+ when workers run simulation code directly, via a Python interface. The user
101+ script is invoked with an MPI runner , for example (using an `mpich ` based MPI)::
102102
103103 mpirun -np 4 -ppn 1 python myscript.py
104104
105105The distributed approach, can also be used with the executor, to co-locate workers
106106with the applications they submit. To ensure workers are placed as required in this
107- case, requires a careful MPI rank placement.
107+ case, requires :ref: ` a careful MPI rank placement < slurm_mpi_distributed >` .
108108
109109 .. image :: ../images/distributed_new_detailed.png
110110 :alt: distributed
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