Matches in SemOpenAlex for { <https://semopenalex.org/work/W2076073907> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2076073907 abstract "This paper describes SCADOPT, a highly-scalable open-source HPC framework written in C++ for solving PDE constrained optimization problems. The framework is designed to handle explicit time-stepping methods over structured grids for the approximation of time-dependent PDEs. It provides an interface to gradient-based optimization algorithms like L-BFGS-B. Derivatives needed for the optimization are computed via algorithmic differentiation (AD) since this approach provides exact derivatives values with a reasonable computational overhead. Hence, the integration of the AD-tool ADOL-C has been a major design principle for the data management of SCADOPT. We describe the core components of SCADOPT, the employed parallelization methods, and the integration of ADOL-C. Furthermore, we illustrate the solution of an optimization problem based on the heat equation with SCADOPT in about 90 lines. To demonstrate the excellent performance of SCADOPT, we show the weak and strong scaling with respect to MPI on a modern HPC cluster." @default.
- W2076073907 created "2016-06-24" @default.
- W2076073907 creator A5040346332 @default.
- W2076073907 creator A5076366075 @default.
- W2076073907 creator A5076887979 @default.
- W2076073907 creator A5080261638 @default.
- W2076073907 creator A5083999890 @default.
- W2076073907 creator A5089603127 @default.
- W2076073907 date "2014-08-01" @default.
- W2076073907 modified "2023-10-03" @default.
- W2076073907 title "SCADOPT: An Open-Source HPC Framework for Solving PDE Constrained Optimization Problems Using AD" @default.
- W2076073907 cites W1532108614 @default.
- W2076073907 cites W1569090332 @default.
- W2076073907 cites W1585773866 @default.
- W2076073907 cites W175331295 @default.
- W2076073907 cites W1965946168 @default.
- W2076073907 cites W1999333806 @default.
- W2076073907 cites W2000359198 @default.
- W2076073907 cites W2056087726 @default.
- W2076073907 cites W2114327031 @default.
- W2076073907 cites W2147229895 @default.
- W2076073907 cites W2401696988 @default.
- W2076073907 cites W2478429860 @default.
- W2076073907 cites W73123583 @default.
- W2076073907 doi "https://doi.org/10.1109/hpcc.2014.15" @default.
- W2076073907 hasPublicationYear "2014" @default.
- W2076073907 type Work @default.
- W2076073907 sameAs 2076073907 @default.
- W2076073907 citedByCount "0" @default.
- W2076073907 crossrefType "proceedings-article" @default.
- W2076073907 hasAuthorship W2076073907A5040346332 @default.
- W2076073907 hasAuthorship W2076073907A5076366075 @default.
- W2076073907 hasAuthorship W2076073907A5076887979 @default.
- W2076073907 hasAuthorship W2076073907A5080261638 @default.
- W2076073907 hasAuthorship W2076073907A5083999890 @default.
- W2076073907 hasAuthorship W2076073907A5089603127 @default.
- W2076073907 hasConcept C111919701 @default.
- W2076073907 hasConcept C11413529 @default.
- W2076073907 hasConcept C126255220 @default.
- W2076073907 hasConcept C132721684 @default.
- W2076073907 hasConcept C137836250 @default.
- W2076073907 hasConcept C151319957 @default.
- W2076073907 hasConcept C173608175 @default.
- W2076073907 hasConcept C2779960059 @default.
- W2076073907 hasConcept C28826006 @default.
- W2076073907 hasConcept C31258907 @default.
- W2076073907 hasConcept C33923547 @default.
- W2076073907 hasConcept C41008148 @default.
- W2076073907 hasConcept C459310 @default.
- W2076073907 hasConcept C48044578 @default.
- W2076073907 hasConcept C77088390 @default.
- W2076073907 hasConcept C83283714 @default.
- W2076073907 hasConceptScore W2076073907C111919701 @default.
- W2076073907 hasConceptScore W2076073907C11413529 @default.
- W2076073907 hasConceptScore W2076073907C126255220 @default.
- W2076073907 hasConceptScore W2076073907C132721684 @default.
- W2076073907 hasConceptScore W2076073907C137836250 @default.
- W2076073907 hasConceptScore W2076073907C151319957 @default.
- W2076073907 hasConceptScore W2076073907C173608175 @default.
- W2076073907 hasConceptScore W2076073907C2779960059 @default.
- W2076073907 hasConceptScore W2076073907C28826006 @default.
- W2076073907 hasConceptScore W2076073907C31258907 @default.
- W2076073907 hasConceptScore W2076073907C33923547 @default.
- W2076073907 hasConceptScore W2076073907C41008148 @default.
- W2076073907 hasConceptScore W2076073907C459310 @default.
- W2076073907 hasConceptScore W2076073907C48044578 @default.
- W2076073907 hasConceptScore W2076073907C77088390 @default.
- W2076073907 hasConceptScore W2076073907C83283714 @default.
- W2076073907 hasLocation W20760739071 @default.
- W2076073907 hasOpenAccess W2076073907 @default.
- W2076073907 hasPrimaryLocation W20760739071 @default.
- W2076073907 hasRelatedWork W109368233 @default.
- W2076073907 hasRelatedWork W1578613889 @default.
- W2076073907 hasRelatedWork W1978487075 @default.
- W2076073907 hasRelatedWork W2021828535 @default.
- W2076073907 hasRelatedWork W2044701388 @default.
- W2076073907 hasRelatedWork W2058096894 @default.
- W2076073907 hasRelatedWork W2060194781 @default.
- W2076073907 hasRelatedWork W2083085226 @default.
- W2076073907 hasRelatedWork W2134798420 @default.
- W2076073907 hasRelatedWork W2151261333 @default.
- W2076073907 hasRelatedWork W2166518326 @default.
- W2076073907 hasRelatedWork W2170108956 @default.
- W2076073907 hasRelatedWork W226378437 @default.
- W2076073907 hasRelatedWork W2511244214 @default.
- W2076073907 hasRelatedWork W2531704760 @default.
- W2076073907 hasRelatedWork W2533075588 @default.
- W2076073907 hasRelatedWork W2901844976 @default.
- W2076073907 hasRelatedWork W3048413451 @default.
- W2076073907 hasRelatedWork W3105020391 @default.
- W2076073907 hasRelatedWork W1836714355 @default.
- W2076073907 isParatext "false" @default.
- W2076073907 isRetracted "false" @default.
- W2076073907 magId "2076073907" @default.
- W2076073907 workType "article" @default.