Adaptation and optimization of basic operations for an unstructured mesh CFD algorithm for computation on massively parallel accelerators
The design of efficient algorithms for large-scale gas dynamics computations with hybrid (heterogeneous) computing systems whose high performance relies on massively parallel accelerators is addressed. A high-order accurate finite volume algorithm with polynomial reconstruction on unstructured hybri...
Saved in:
| Published in | Computational mathematics and mathematical physics Vol. 53; no. 8; pp. 1183 - 1194 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Boston
Springer US
01.08.2013
Springer Nature B.V |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0965-5425 1555-6662 |
| DOI | 10.1134/S0965542513080046 |
Cover
| Abstract | The design of efficient algorithms for large-scale gas dynamics computations with hybrid (heterogeneous) computing systems whose high performance relies on massively parallel accelerators is addressed. A high-order accurate finite volume algorithm with polynomial reconstruction on unstructured hybrid meshes is used to compute compressible gas flows in domains of complex geometry. The basic operations of the algorithm are implemented in detail for massively parallel accelerators, including AMD and NVIDIA graphics processing units (GPUs). Major optimization approaches and a computation transfer technique are covered. The underlying programming tool is the Open Computing Language (OpenCL) standard, which performs on accelerators of various architectures, both existing and emerging. |
|---|---|
| AbstractList | The design of efficient algorithms for large-scale gas dynamics computations with hybrid (heterogeneous) computing systems whose high performance relies on massively parallel accelerators is addressed. A high-order accurate finite volume algorithm with polynomial reconstruction on unstructured hybrid meshes is used to compute compressible gas flows in domains of complex geometry. The basic operations of the algorithm are implemented in detail for massively parallel accelerators, including AMD and NVIDIA graphics processing units (GPUs). Major optimization approaches and a computation transfer technique are covered. The underlying programming tool is the Open Computing Language (OpenCL) standard, which performs on accelerators of various architectures, both existing and emerging. [PUBLICATION ABSTRACT] The design of efficient algorithms for large-scale gas dynamics computations with hybrid (heterogeneous) computing systems whose high performance relies on massively parallel accelerators is addressed. A high-order accurate finite volume algorithm with polynomial reconstruction on unstructured hybrid meshes is used to compute compressible gas flows in domains of complex geometry. The basic operations of the algorithm are implemented in detail for massively parallel accelerators, including AMD and NVIDIA graphics processing units (GPUs). Major optimization approaches and a computation transfer technique are covered. The underlying programming tool is the Open Computing Language (OpenCL) standard, which performs on accelerators of various architectures, both existing and emerging. |
| Author | Sukov, S. A. Gorobets, A. V. Bogdanov, P. B. |
| Author_xml | – sequence: 1 givenname: P. B. surname: Bogdanov fullname: Bogdanov, P. B. email: bogdanov@niisi.msk.ru organization: Scientific Research Institute for System Studies, Russian Academy of Sciences – sequence: 2 givenname: A. V. surname: Gorobets fullname: Gorobets, A. V. organization: Keldysh Institute of Applied Mathematics, Russian Academy of Sciences – sequence: 3 givenname: S. A. surname: Sukov fullname: Sukov, S. A. organization: Keldysh Institute of Applied Mathematics, Russian Academy of Sciences |
| BookMark | eNp9kcFq3TAQRUVJoC9pPiA7QTfdOJUsS3pahtemKQS6aLM2Y2mcKMiWK8mF9A_617XjLEpKCwLBnXMvd5gTcjTGEQk55-yCc9G8_8qMkrKpJRdsz1ijXpEdl1JWSqn6iOzWcbXOX5OTnB8Y48rsxY78unQwFSg-jhRGR-NU_OB_bkLsaQfZ20XF9CRl2se0gHQec0mzLXNCRwfM9_Rw9YFCuIvJl_vhCbNxmObn7OUNkLP_geGRTpAgBAwUrMWwRseU35DjHkLGs-f_lNxeffx2uK5uvnz6fLi8qaxoTKm6GnpE7Qxo7ph0VhjJpdobrbjqetN1TrEOsQYndKMZCtF1XAmrnZA9MHFK3m25U4rfZ8ylHXxeagQYMc655Y0wWuxrs6JvX6APcU7j0m6hai2EFvVK6Y2yKeacsG-t37YuCXxoOWvXE7V_nWhx8hfOKfkB0uN_PfXmyQs73mH6o9M_Tb8B6cOmoQ |
| CitedBy_id | crossref_primary_10_1016_j_compfluid_2018_03_011 crossref_primary_10_1134_S0965542515040065 crossref_primary_10_1134_S2070048218020138 crossref_primary_10_1134_S1064562418060194 |
| Cites_doi | 10.1109/MM.2008.57 10.1016/j.compfluid.2011.10.011 10.1016/0021-9991(81)90128-5 10.1007/978-3-642-11515-8_10 10.1016/j.simpat.2012.03.004 10.1016/j.compfluid.2012.01.021 10.1016/j.compfluid.2012.02.013 |
| ContentType | Journal Article |
| Copyright | Pleiades Publishing, Ltd. 2013 |
| Copyright_xml | – notice: Pleiades Publishing, Ltd. 2013 |
| DBID | AAYXX CITATION 3V. 7SC 7TB 7U5 7WY 7WZ 7XB 87Z 88I 8AL 8FD 8FE 8FG 8FK 8FL ABJCF ABUWG AFKRA ARAPS AZQEC BENPR BEZIV BGLVJ CCPQU DWQXO FR3 FRNLG F~G GNUQQ HCIFZ JQ2 K60 K6~ K7- KR7 L.- L.0 L6V L7M L~C L~D M0C M0N M2P M7S P5Z P62 PHGZM PHGZT PKEHL PQBIZ PQBZA PQEST PQGLB PQQKQ PQUKI PRINS PTHSS PYYUZ Q9U H8D |
| DOI | 10.1134/S0965542513080046 |
| DatabaseName | CrossRef ProQuest Central (Corporate) Computer and Information Systems Abstracts Mechanical & Transportation Engineering Abstracts Solid State and Superconductivity Abstracts ABI/INFORM Collection ABI/INFORM Global (PDF only) ProQuest Central (purchase pre-March 2016) ABI/INFORM Collection Science Database (Alumni Edition) Computing Database (Alumni Edition) Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) (purchase pre-March 2016) ABI/INFORM Collection (Alumni) Materials Science & Engineering Collection ProQuest Central (Alumni) ProQuest Central UK/Ireland Advanced Technologies & Computer Science Collection ProQuest Central Essentials - QC ProQuest Central Business Premium Collection Technology Collection ProQuest One Community College ProQuest Central Engineering Research Database Business Premium Collection (Alumni) ABI/INFORM Global (Corporate) ProQuest Central Student ProQuest SciTech Premium Collection ProQuest Computer Science Collection ProQuest Business Collection (Alumni Edition) ProQuest Business Collection Computer Science Database Civil Engineering Abstracts ABI/INFORM Professional Advanced ABI/INFORM Professional Standard ProQuest Engineering Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional ABI/INFORM Global Computing Database Science Database Engineering Database (Proquest) Advanced Technologies & Aerospace Collection ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Premium ProQuest One Academic ProQuest One Academic Middle East (New) ProQuest One Business ProQuest One Business (Alumni) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China Engineering Collection ABI/INFORM Collection China ProQuest Central Basic Aerospace Database |
| DatabaseTitle | CrossRef ProQuest Business Collection (Alumni Edition) Computer Science Database ProQuest Central Student ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Computer Science Collection Computer and Information Systems Abstracts SciTech Premium Collection ProQuest Central China ABI/INFORM Complete ProQuest One Applied & Life Sciences ProQuest Central (New) Engineering Collection Advanced Technologies & Aerospace Collection Business Premium Collection ABI/INFORM Global Engineering Database ProQuest Science Journals (Alumni Edition) ProQuest One Academic Eastern Edition ProQuest Technology Collection ProQuest Business Collection ProQuest One Academic UKI Edition Solid State and Superconductivity Abstracts Engineering Research Database ProQuest One Academic ProQuest One Academic (New) ABI/INFORM Global (Corporate) ProQuest One Business Technology Collection Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest One Academic Middle East (New) Mechanical & Transportation Engineering Abstracts ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest Central ABI/INFORM Professional Advanced ProQuest Engineering Collection ABI/INFORM Professional Standard ProQuest Central Korea Advanced Technologies Database with Aerospace ABI/INFORM Complete (Alumni Edition) Civil Engineering Abstracts ProQuest Computing ABI/INFORM Global (Alumni Edition) ProQuest Central Basic ProQuest Science Journals ProQuest Computing (Alumni Edition) ABI/INFORM China ProQuest SciTech Collection Computer and Information Systems Abstracts Professional Advanced Technologies & Aerospace Database Materials Science & Engineering Collection ProQuest One Business (Alumni) ProQuest Central (Alumni) Business Premium Collection (Alumni) Aerospace Database |
| DatabaseTitleList | ProQuest Business Collection (Alumni Edition) Aerospace Database |
| Database_xml | – sequence: 1 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Applied Sciences Mathematics Physics |
| EISSN | 1555-6662 |
| EndPage | 1194 |
| ExternalDocumentID | 3052672881 10_1134_S0965542513080046 |
| Genre | Feature |
| GroupedDBID | --K -5D -5G -BR -EM -Y2 -~C -~X .VR 06D 0R~ 0VY 1B1 1N0 29F 2J2 2JN 2JY 2KG 2KM 2LR 2VQ 2~H 30V 3V. 4.4 408 40D 40E 5GY 5VS 6J9 6NX 7WY 88I 8FE 8FG 8FH 8FL 8TC 95- 95. 95~ 96X AAAVM AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AANZL AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYZH ABAKF ABBBX ABDZT ABECU ABEFU ABFTV ABHLI ABHQN ABJCF ABJNI ABJOX ABKCH ABKTR ABMNI ABMQK ABNWP ABQBU ABQSL ABSXP ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACAOD ACBXY ACDTI ACGFS ACGOD ACHSB ACHXU ACIWK ACKNC ACMDZ ACMLO ACOKC ACOMO ACPIV ACREN ACSNA ACZOJ ADHHG ADHIR ADINQ ADKNI ADKPE ADRFC ADTPH ADURQ ADYFF ADYOE ADZKW AEBTG AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMSY AENEX AEOHA AEPYU AETLH AEVLU AEXYK AFBBN AFFNX AFGCZ AFKRA AFLOW AFQWF AFWTZ AFYQB AFZKB AGAYW AGDGC AGJBK AGMZJ AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHKAY AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMTXH AMXSW AMYLF AMYQR AOCGG ARAPS ARMRJ ASPBG AVWKF AXYYD AZFZN AZQEC B-. BA0 BAPOH BDATZ BENPR BEZIV BGLVJ BGNMA BPHCQ BSONS CAG CCPQU COF CS3 CSCUP DDRTE DNIVK DPUIP DU5 DWQXO EBLON EBS EIOEI EJD ESBYG FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRNLG FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ6 GQ7 GROUPED_ABI_INFORM_COMPLETE H13 HCIFZ HF~ HG6 HLICF HMJXF HRMNR HVGLF HZ~ H~9 I-F IHE IJ- IKXTQ IWAJR IXD I~X I~Z J-C JBSCW JZLTJ K60 K6V K6~ K7- KOV L6V LK5 LLZTM M0C M0N M2P M41 M4Y M7R M7S MA- MK~ N2Q NB0 NPVJJ NQ- NQJWS NU0 O9- O93 O9J P62 P9R PF0 PQBIZ PQBZA PQQKQ PROAC PT4 PTHSS Q2X QOS R89 R9I RIG RNS ROL RPZ RSV S16 S1Z S27 S3B SAP SDH SHX SISQX SJYHP SMT SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 TSG TUC TUS UG4 UOJIU UTJUX UZXMN VC2 VFIZW VOH W23 W48 WK8 XPP XU3 YLTOR ZMTXR ~A9 AAPKM AAYXX ABDBE ABFSG ABRTQ ACSTC ADHKG AEZWR AFDZB AFHIU AFOHR AGQPQ AHPBZ AHWEU AIXLP AMVHM ATHPR CITATION PHGZM PHGZT PQGLB PUEGO 7SC 7TB 7U5 7XB 8AL 8FD 8FK FR3 JQ2 KR7 L.- L.0 L7M L~C L~D PKEHL PQEST PQUKI PRINS Q9U H8D |
| ID | FETCH-LOGICAL-c349t-b2afee7d9a71d05dc395156897616bf9bbd60bee2ad37470e33bb163c7d35fa03 |
| IEDL.DBID | AGYKE |
| ISSN | 0965-5425 |
| IngestDate | Thu Oct 02 11:49:35 EDT 2025 Tue Oct 07 13:12:40 EDT 2025 Thu Apr 24 22:52:42 EDT 2025 Wed Oct 01 03:59:47 EDT 2025 Fri Feb 21 02:37:59 EST 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 8 |
| Keywords | gas dynamics OpenCL GPU parallel computations unstructured meshes |
| Language | English |
| License | http://www.springer.com/tdm |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c349t-b2afee7d9a71d05dc395156897616bf9bbd60bee2ad37470e33bb163c7d35fa03 |
| Notes | SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 14 ObjectType-Article-2 content type line 23 |
| PQID | 1427337320 |
| PQPubID | 60276 |
| PageCount | 12 |
| ParticipantIDs | proquest_miscellaneous_1439738290 proquest_journals_1427337320 crossref_citationtrail_10_1134_S0965542513080046 crossref_primary_10_1134_S0965542513080046 springer_journals_10_1134_S0965542513080046 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 20130800 2013-8-00 20130801 |
| PublicationDateYYYYMMDD | 2013-08-01 |
| PublicationDate_xml | – month: 8 year: 2013 text: 20130800 |
| PublicationDecade | 2010 |
| PublicationPlace | Boston |
| PublicationPlace_xml | – name: Boston – name: Moscow |
| PublicationTitle | Computational mathematics and mathematical physics |
| PublicationTitleAbbrev | Comput. Math. and Math. Phys |
| PublicationYear | 2013 |
| Publisher | Springer US Springer Nature B.V |
| Publisher_xml | – name: Springer US – name: Springer Nature B.V |
| References | (CR14) 2010 Monakov, Lokmotov, Avetisyan (CR1) 2010; 5952 Habich, Feichtinger, Köstler, Hager (CR4) 2013; 80 Efremov, Bogdanov (CR15) 2012 Garland, Le Grand, Nickolls, Anderson (CR3) 2008; 28 CR9 Koromyslov, Siner, Usanin (CR8) 2012 CR13 Bell, Garland (CR2) 2008 Roe (CR10) 1981; 43 Abalakin, Bakhvalov, Gorobets, Duben (CR11) 2012; 13 Zaspel, Griebel (CR7) 2013; 80 Gorobets, Sukov, Zheleznyakov, Bogdanov (CR12) 2011 Obrecth, Kuznik, Tourancheau, Roux (CR5) 2012; 54 Rinaldi, Dari, Vénere, Clausse (CR6) 2012; 25 P R Rinaldi (9732_CR6) 2012; 25 Khronos OpenCL Working Group (9732_CR14) 2010 9732_CR9 M Garland (9732_CR3) 2008; 28 P L Roe (9732_CR10) 1981; 43 N Bell (9732_CR2) 2008 C Obrecth (9732_CR5) 2012; 54 P Zaspel (9732_CR7) 2013; 80 J Habich (9732_CR4) 2013; 80 A Monakov (9732_CR1) 2010; 5952 E V Koromyslov (9732_CR8) 2012 9732_CR13 I V Abalakin (9732_CR11) 2012; 13 A Efremov (9732_CR15) 2012 A V Gorobets (9732_CR12) 2011 |
| References_xml | – year: 2010 ident: CR14 publication-title: OpenCL Specification, Version: 1.1 – volume: 28 start-page: 13 issue: 4 year: 2008 end-page: 27 ident: CR3 article-title: Parallel computing experiences with CUDA publication-title: IEEE Micro doi: 10.1109/MM.2008.57 – volume: 54 start-page: 118 year: 2012 end-page: 126 ident: CR5 article-title: The TheLMA project: A thermal lattice Boltzmann solver for the GPU publication-title: Comput. Fluids doi: 10.1016/j.compfluid.2011.10.011 – volume: 43 start-page: 357 issue: 21 year: 1981 end-page: 372 ident: CR10 article-title: Approximate Riemann solvers, parameter vectors and difference schemes publication-title: J. Comput. Phys. doi: 10.1016/0021-9991(81)90128-5 – start-page: 76 year: 2011 end-page: 86 ident: CR12 article-title: Application of GPU in hybrid two-level MPI + OpenMP parallelization on heterogeneous computing systems publication-title: Vest. Yuzhno-Ural. Gos. Univ., No. 25 (242) – ident: CR13 – volume: 5952 start-page: 111 year: 2010 end-page: 125 ident: CR1 article-title: Automatically tuning sparse matrix-vector multiplication for GPU architectures, high performance embedded architectures and compilers publication-title: Lecture Notes Comput. Sci. doi: 10.1007/978-3-642-11515-8_10 – ident: CR9 – volume: 25 start-page: 163 year: 2012 end-page: 171 ident: CR6 article-title: A lattice-Boltzmann solver for 3D fluid simulation on GPU publication-title: Simul. Model. Practice Theory doi: 10.1016/j.simpat.2012.03.004 – year: 2008 ident: CR2 publication-title: Efficient Sparse Matrix-Vector Multiplication on CUDA – start-page: 99 year: 2012 ident: CR8 article-title: Video card computation of model nozzle sound generation publication-title: Fourth All-Russia Conference on Computational Experiment in Aeroacoustics, Svetlogorsk, September 19–22, 2012 – start-page: 18 year: 2012 end-page: 19 ident: CR15 article-title: OpenCL mathematical software infrastructure for heterogeneous computing publication-title: Parallel CFD: Book of Abstracts, May 21–25, 2012 – volume: 80 start-page: 356 year: 2013 end-page: 364 ident: CR7 article-title: Solving incompressible two-phase flows on multi-GPU clusters publication-title: Comput. Fluids doi: 10.1016/j.compfluid.2012.01.021 – volume: 13 start-page: 110 year: 2012 end-page: 125 ident: CR11 article-title: NOISETTE parallel code for large-scale aerodynamic and aeroacoustic computations publication-title: Vychisl. Metody Program. – volume: 80 start-page: 276 year: 2013 end-page: 282 ident: CR4 article-title: Performance engineering for the lattice Boltzmann method on GPGPUs: Architectural requirements and performance results publication-title: Comput. Fluids doi: 10.1016/j.compfluid.2012.02.013 – volume: 80 start-page: 356 year: 2013 ident: 9732_CR7 publication-title: Comput. Fluids doi: 10.1016/j.compfluid.2012.01.021 – start-page: 99 volume-title: Fourth All-Russia Conference on Computational Experiment in Aeroacoustics, Svetlogorsk, September 19–22, 2012 year: 2012 ident: 9732_CR8 – start-page: 76 volume-title: Vest. Yuzhno-Ural. Gos. Univ., No. 25 (242) year: 2011 ident: 9732_CR12 – volume: 5952 start-page: 111 year: 2010 ident: 9732_CR1 publication-title: Lecture Notes Comput. Sci. doi: 10.1007/978-3-642-11515-8_10 – volume-title: Efficient Sparse Matrix-Vector Multiplication on CUDA year: 2008 ident: 9732_CR2 – volume: 13 start-page: 110 year: 2012 ident: 9732_CR11 publication-title: Vychisl. Metody Program. – volume: 54 start-page: 118 year: 2012 ident: 9732_CR5 publication-title: Comput. Fluids doi: 10.1016/j.compfluid.2011.10.011 – volume: 80 start-page: 276 year: 2013 ident: 9732_CR4 publication-title: Comput. Fluids doi: 10.1016/j.compfluid.2012.02.013 – volume-title: OpenCL Specification, Version: 1.1 year: 2010 ident: 9732_CR14 – volume: 25 start-page: 163 year: 2012 ident: 9732_CR6 publication-title: Simul. Model. Practice Theory doi: 10.1016/j.simpat.2012.03.004 – start-page: 18 volume-title: Parallel CFD: Book of Abstracts, May 21–25, 2012 year: 2012 ident: 9732_CR15 – ident: 9732_CR9 – volume: 43 start-page: 357 issue: 21 year: 1981 ident: 9732_CR10 publication-title: J. Comput. Phys. doi: 10.1016/0021-9991(81)90128-5 – volume: 28 start-page: 13 issue: 4 year: 2008 ident: 9732_CR3 publication-title: IEEE Micro doi: 10.1109/MM.2008.57 – ident: 9732_CR13 |
| SSID | ssj0016983 |
| Score | 1.9266721 |
| Snippet | The design of efficient algorithms for large-scale gas dynamics computations with hybrid (heterogeneous) computing systems whose high performance relies on... |
| SourceID | proquest crossref springer |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 1183 |
| SubjectTerms | Accelerators Adaptation Algebra Algorithms Applied mathematics Computation Computational mathematics Computational Mathematics and Numerical Analysis Dynamical systems Finite volume method Gas dynamics Geometry Linear equations Mathematical models Mathematics Mathematics and Statistics Optimization Physics Simulation Sparsity Studies Supercomputers |
| SummonAdditionalLinks | – databaseName: ProQuest Central dbid: BENPR link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwEB6VrZC4AC0gFtrKSJxAVhM_ssmhqtrSVdXDClEq9Rb5FYqUTRaye-An9F937DjbAmqvzsSRPOOZb_LZMwAfsyp3ImeOZoZJKrh1NJeVoEJUKU81K6wLB2Rn2dmlOL-SVxswG-7C-GOVg08Mjtq2xv8j308FBlo-4Sw5XPyivmuUZ1eHFhoqtlawB6HE2BPYZL4y1gg2j09nX7-teYWs6AtzFpmkEs018pwpF_sXftCPoVfPfdr4d6S6g5__MKYhEE1fwvOIIMlRr_It2HDNNryIaJLEvdptw9NwuNN0r-DmyKpFT7kT1VjSopuYx_uXpK0IRrKfBkddbw0dQSCLgmQVq8uufuPEc9ddk5PpF6LqH7guy-t5EDOhK0ScqiFzxOLoP-s_xNcUr2tXE1w0DG2Bze9ew-X09PvJGY0tGKjholhSzVTl3MQWapLaRFrDEZHJLEcQk2a6KrS2WaKdY8pyTEwSx7nWCPHMxHJZqYS_gVHTNu4tkATFZVVgilLkQnCj0BiskQaNgmGWl4whGZa7NLE-uW-TUZchT-Gi_E9DY_i0fmXRF-d4THhn0GEZ92lX3lnVGD6sH-MO87SJaly78jKI2bgnnMfwedD9vSke-uC7xz_4Hp6x0FrDHybcgREq1O0iwFnqvWi1t1mB9xQ priority: 102 providerName: ProQuest |
| Title | Adaptation and optimization of basic operations for an unstructured mesh CFD algorithm for computation on massively parallel accelerators |
| URI | https://link.springer.com/article/10.1134/S0965542513080046 https://www.proquest.com/docview/1427337320 https://www.proquest.com/docview/1439738290 |
| Volume | 53 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVEBS databaseName: Mathematics Source customDbUrl: eissn: 1555-6662 dateEnd: 20241102 omitProxy: false ssIdentifier: ssj0016983 issn: 0965-5425 databaseCode: AMVHM dateStart: 20110101 isFulltext: true titleUrlDefault: https://www.ebsco.com/products/research-databases/mathematics-source providerName: EBSCOhost – providerCode: PRVLSH databaseName: SpringerLink Journals customDbUrl: mediaType: online eissn: 1555-6662 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0016983 issn: 0965-5425 databaseCode: AFBBN dateStart: 20060101 isFulltext: true providerName: Library Specific Holdings – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: http://www.proquest.com/pqcentral?accountid=15518 eissn: 1555-6662 dateEnd: 20181130 omitProxy: true ssIdentifier: ssj0016983 issn: 0965-5425 databaseCode: BENPR dateStart: 20060101 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Technology Collection customDbUrl: eissn: 1555-6662 dateEnd: 20181130 omitProxy: true ssIdentifier: ssj0016983 issn: 0965-5425 databaseCode: 8FG dateStart: 20060101 isFulltext: true titleUrlDefault: https://search.proquest.com/technologycollection1 providerName: ProQuest – providerCode: PRVAVX databaseName: SpringerLINK - Czech Republic Consortium customDbUrl: eissn: 1555-6662 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0016983 issn: 0965-5425 databaseCode: AGYKE dateStart: 20060101 isFulltext: true titleUrlDefault: http://link.springer.com providerName: Springer Nature |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LT9wwEB7BcimHUmgRy0tG4kQVyMZ2NjkudBdUBEItSPS08iuAmk0Q2T3AP-BfM3achdIWiVOkZGwn8Yz9jWb8DcB2nCWGJZEJYhXxgFFtgoRnLGAs69COjFJtXILsaXx0wb5f8kt_jrtqst2bkKRbqeu6I2zvp-Up4ahiuOom1q2bhTlHt9WCud7hr-P-NHgQpzX7JsoHtoEPZv6zkz-3o2eM-Sos6nabwQKcN-9ZJ5n83p2M5a56eEXh-M4P-QQfPfokvVpdFmHGFEuw4JEo8XZeLcH8yZTNtfoMjz0tbuuQPRGFJiUuMyN_fpOUGcGd8EbhXVNrU0UQCKMgmXh22skddj4y1TU5GHwjIr8q727G1yMnplxVCd9VQUaI5XH9ze-J5STPc5MToRRujS4boPoCF4P--cFR4Es4BIqydBzISGTGdHUquh0dcq0oIjoeJwiCOrHMUil1HEpjIqEpOjahoVRKhIiqqynPREiXoVWUhVkBEqI4z1J0cdKEMaoEKpNWXKFSReglhm0Im5kcKs9vbsts5EPn51A2_OvHt2Fn2uS2Jvd4S3i9UY-ht_MKHSeEf7RLIxx-a_oYLdSGXURhyomVQcxHbcC6DV8bjXjRxf8GXH2X9Bp8iFylDpubuA4tnF-zgXhpLDdhNhkcbnorwet-__TsxxPZqA1q |
| linkProvider | Springer Nature |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VVgguPAqIhQJGggvIauJHNjlUqLRdbWlZIWil3lLHdihSNlnIrlB_An-K38bYcbY8RG-9OpOxlBnPfJMZzwC8SMrUipRZmmgmqeDG0lSWggpRxjwuWGasL5CdJONj8e5EnqzAz_4ujCur7G2iN9Sm0e4f-WYs0NHyIWfRm9lX6qZGuexqP0JDhdEKZsu3GAsXOw7s-XcM4dqt_V2U90vGRntHO2MapgxQzUU2pwVTpbVDk6lhbCJpNEfQIZMU_XScFGVWFCaJCmuZMhyxd2Q5LwpEMXpouCxVxJHvNVgTyAyDv7W3e5MPH5d5jCTrGoFmiaQSj0fIq8ZcbH5yi24NvUjqwtQ_PeMF3P0rQ-sd3-gO3AqIlWx3KnYXVmy9DrcDeiXBNrTrcN0Xk-r2HvzYNmrWpfiJqg1p0CxNw31P0pQEPecXjau2076WIHBGQrII3WwX35Dx1LZnZGe0S1T1GeUwP5t6Mu2nUARWNZki9kd7XZ0T18O8qmxFUEjoSn31QHsfjq9EGA9gtW5q-xBIhOSyzDAkylIhuFaofEZLjUrIMKqMBhD1nzvXoR-6G8tR5T4u4iL_R0IDeLV8ZdY1A7mMeKOXYR7sQptfaPEAni8f44l2aRpV22bhaBAjcpfgHsDrXva_sfjfho8u3_AZ3BgfvT_MD_cnB4_hJvNjPVwh4wasonDtEwRX8-Jp0GACp1d9aH4Bjo01AQ |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3dT9RAEJ8oJEYeRFDDKcia-IQp9Lq7_Xi8AAcIEhMkwae6n0LstRfae9D_wP_a2XZ7KKKJ8bWdnX7szO5vMrO_AXgd29SwNDJBrCIeMKpNkHLLAsbskA5llGnTFsiexofn7O0Fv_B9Tuu-2r1PSXZnGhxLU9nsTLX1PUjYzpnjLOFobrgCpy7Euw-LGJkkaOiLo4OPx_vzREKcdUycKB-4AT6xeaeSX7emG7x5K0Xa7jzjZfjUv3NXcPJle9bIbfXtFp3jf3zUY3jkUSkZdWa0AvdMuQrLHqES7__1Kiy9m7O81k_g-0iLaZfKJ6LUpMLlZ-LPdZLKEtwhrxReNZ2V1QQBMgqSmWetnV2j8ompL8nueI-I4nN1fdVcTlox1Xab8KpKMkGMj-ty8ZU4rvKiMAURSuGW2VYJ1E_hfLz_Yfcw8K0dAkVZ1gQyEtaYRGciGeqQa0UR6fE4RXA0jKXNpNRxKI2JhKYY8ISGUikROqpEU25FSJ_BQlmVZg1IiOLcZhj6ZCljVAk0Mq24QmOLMHoMBxD2s5orz3vu2m8UeRv_UJb_9uMHsDUfMu1IP_4mvN6bSu79v8aACmEhTWiEj381v42e69IxojTVzMkgFqQukT2AN711_KTiTw98_k_Sm_Dg_d44Pzk6PX4BD6O2mYcrX1yHBZxqs4GQqpEvvdv8AMFsFq0 |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Adaptation+and+optimization+of+basic+operations+for+an+unstructured+mesh+CFD+algorithm+for+computation+on+massively+parallel+accelerators&rft.jtitle=Computational+mathematics+and+mathematical+physics&rft.au=Bogdanov%2C+P.+B.&rft.au=Gorobets%2C+A.+V.&rft.au=Sukov%2C+S.+A.&rft.date=2013-08-01&rft.pub=Springer+US&rft.issn=0965-5425&rft.eissn=1555-6662&rft.volume=53&rft.issue=8&rft.spage=1183&rft.epage=1194&rft_id=info:doi/10.1134%2FS0965542513080046&rft.externalDocID=10_1134_S0965542513080046 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0965-5425&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0965-5425&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0965-5425&client=summon |