Matches in SemOpenAlex for { <https://semopenalex.org/work/W2945111936> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2945111936 endingPage "180" @default.
- W2945111936 startingPage "173" @default.
- W2945111936 abstract "In this work we present recent results on application of low-rank tensor decompositions to modelling of aggregation kinetics taking into account multi-particle collisions (for three and more particles). Such kinetics can be described by system of nonlinear differential equations with right-hand side requiring $N^D$ operations for its straight-forward evaluation, where $N$ is number of particles size classes and $D$ is number of particles colliding simultaneously. Such a complexity can be significantly reduced by application low rank tensor decompositions (either Tensor Train or Canonical Polyadic) to acceleration of evaluation of sums and convolutions from right-hand side. Basing on this drastic reduction of complexity for evaluation of right-hand side we further utilize standard second order Runge-Kutta time integration scheme and demonstrate that our approach allows to obtain numerical solutions of studied equations with very high accuracy in modest times. We also show preliminary results on parallel scalability of novel approach and conclude that it can be efficiently utilized with use of supercomputers." @default.
- W2945111936 created "2019-05-29" @default.
- W2945111936 creator A5027743264 @default.
- W2945111936 creator A5047849661 @default.
- W2945111936 creator A5083581800 @default.
- W2945111936 date "2020-01-01" @default.
- W2945111936 modified "2023-09-24" @default.
- W2945111936 title "Tensors in Modelling Multi-particle Interactions" @default.
- W2945111936 cites W1993482030 @default.
- W2945111936 cites W1999031476 @default.
- W2945111936 cites W2001518794 @default.
- W2945111936 cites W2026920945 @default.
- W2945111936 cites W2962845574 @default.
- W2945111936 cites W3189929350 @default.
- W2945111936 cites W3192079080 @default.
- W2945111936 doi "https://doi.org/10.1007/978-3-030-41032-2_19" @default.
- W2945111936 hasPublicationYear "2020" @default.
- W2945111936 type Work @default.
- W2945111936 sameAs 2945111936 @default.
- W2945111936 citedByCount "1" @default.
- W2945111936 countsByYear W29451119362023 @default.
- W2945111936 crossrefType "book-chapter" @default.
- W2945111936 hasAuthorship W2945111936A5027743264 @default.
- W2945111936 hasAuthorship W2945111936A5047849661 @default.
- W2945111936 hasAuthorship W2945111936A5083581800 @default.
- W2945111936 hasBestOaLocation W29451119362 @default.
- W2945111936 hasConcept C10138342 @default.
- W2945111936 hasConcept C111335779 @default.
- W2945111936 hasConcept C11413529 @default.
- W2945111936 hasConcept C114614502 @default.
- W2945111936 hasConcept C117896860 @default.
- W2945111936 hasConcept C121332964 @default.
- W2945111936 hasConcept C155281189 @default.
- W2945111936 hasConcept C158622935 @default.
- W2945111936 hasConcept C162324750 @default.
- W2945111936 hasConcept C164226766 @default.
- W2945111936 hasConcept C182306322 @default.
- W2945111936 hasConcept C202444582 @default.
- W2945111936 hasConcept C2524010 @default.
- W2945111936 hasConcept C28826006 @default.
- W2945111936 hasConcept C33923547 @default.
- W2945111936 hasConcept C41008148 @default.
- W2945111936 hasConcept C459310 @default.
- W2945111936 hasConcept C48044578 @default.
- W2945111936 hasConcept C62520636 @default.
- W2945111936 hasConcept C74650414 @default.
- W2945111936 hasConcept C77088390 @default.
- W2945111936 hasConceptScore W2945111936C10138342 @default.
- W2945111936 hasConceptScore W2945111936C111335779 @default.
- W2945111936 hasConceptScore W2945111936C11413529 @default.
- W2945111936 hasConceptScore W2945111936C114614502 @default.
- W2945111936 hasConceptScore W2945111936C117896860 @default.
- W2945111936 hasConceptScore W2945111936C121332964 @default.
- W2945111936 hasConceptScore W2945111936C155281189 @default.
- W2945111936 hasConceptScore W2945111936C158622935 @default.
- W2945111936 hasConceptScore W2945111936C162324750 @default.
- W2945111936 hasConceptScore W2945111936C164226766 @default.
- W2945111936 hasConceptScore W2945111936C182306322 @default.
- W2945111936 hasConceptScore W2945111936C202444582 @default.
- W2945111936 hasConceptScore W2945111936C2524010 @default.
- W2945111936 hasConceptScore W2945111936C28826006 @default.
- W2945111936 hasConceptScore W2945111936C33923547 @default.
- W2945111936 hasConceptScore W2945111936C41008148 @default.
- W2945111936 hasConceptScore W2945111936C459310 @default.
- W2945111936 hasConceptScore W2945111936C48044578 @default.
- W2945111936 hasConceptScore W2945111936C62520636 @default.
- W2945111936 hasConceptScore W2945111936C74650414 @default.
- W2945111936 hasConceptScore W2945111936C77088390 @default.
- W2945111936 hasLocation W29451119361 @default.
- W2945111936 hasLocation W29451119362 @default.
- W2945111936 hasOpenAccess W2945111936 @default.
- W2945111936 hasPrimaryLocation W29451119361 @default.
- W2945111936 hasRelatedWork W1786245737 @default.
- W2945111936 hasRelatedWork W1991253623 @default.
- W2945111936 hasRelatedWork W2287629086 @default.
- W2945111936 hasRelatedWork W2786056888 @default.
- W2945111936 hasRelatedWork W3013857666 @default.
- W2945111936 hasRelatedWork W3127464364 @default.
- W2945111936 hasRelatedWork W3208116483 @default.
- W2945111936 hasRelatedWork W4286268954 @default.
- W2945111936 hasRelatedWork W4287332381 @default.
- W2945111936 hasRelatedWork W4327928257 @default.
- W2945111936 isParatext "false" @default.
- W2945111936 isRetracted "false" @default.
- W2945111936 magId "2945111936" @default.
- W2945111936 workType "book-chapter" @default.