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DTSTAMP:20190719T085744Z
LOCATION:HG EO Nord
DTSTART;TZID=Europe/Stockholm:20190613T195000
DTEND;TZID=Europe/Stockholm:20190613T215000
UID:submissions.pasc-conference.org_PASC19_sess179_post140@linklings.com
SUMMARY:CSM11 - libEnsemble: A Library for the Concurrent Evaluation of En
 sembles of Computations
DESCRIPTION:Poster\n\n\nCSM11 - libEnsemble: A Library for the Concurrent 
 Evaluation of Ensembles of Computations\n\nWild, Bindel, Hudson, Larson\n\
 nA part of the PETSc/TAO ECP project, libEnsemble is a Python library to c
 oordinate the concurrent evaluation of ensembles of computations. Designed
  with flexibility in mind, libEnsemble can utilize massively parallel reso
 urces to accelerate the solution of design, decision, and inference proble
 ms. libEnsemble employs a manager-worker model that can run on various com
 munication mediums (including MPI).  The user governs the ensemble by
  three routines: a generation function that produces simulation inputs (po
 ssibly based on previous results), a simulation function that performs and
  monitors the simulations, and an allocation function that decides whether
  idle workers should perform simulation or generation work, and with what 
 input/resources. Several examples/templates of these functions are package
 d with the library, including those for optimizing output of computational
 ly expensive simulations.
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