{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,6]],"date-time":"2025-07-06T13:40:07Z","timestamp":1751809207727,"version":"3.41.0"},"publisher-location":"Cham","reference-count":9,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031975950","type":"print"},{"value":"9783031975967","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T00:00:00Z","timestamp":1748390400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T00:00:00Z","timestamp":1748390400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-031-97596-7_21","type":"book-chapter","created":{"date-parts":[[2025,7,6]],"date-time":"2025-07-06T13:14:52Z","timestamp":1751807692000},"page":"317-329","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Multi-GPU Implementation of\u00a0the\u00a0Numerical Algorithm Enhancing Discrete Element Modeling Performance"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-3442-9891","authenticated-orcid":false,"given":"V. D.","family":"Chepelenkova","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8547-930X","authenticated-orcid":false,"given":"D. I.","family":"Prokhorov","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3544-4878","authenticated-orcid":false,"given":"V. V.","family":"Lisitsa","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,5,28]]},"reference":[{"issue":"1","key":"21_CR1","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1680\/geot.1979.29.1.47","volume":"29","author":"PA Cundall","year":"1979","unstructured":"Cundall, P.A., Strack, O.: A discrete numerical model for granular assemblies. Geotechnique 29(1), 47\u201365 (1979)","journal-title":"Geotechnique"},{"key":"21_CR2","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/j.jsg.2013.11.009","volume":"59","author":"GG Gray","year":"2014","unstructured":"Gray, G.G., Morgan, J.K., Sanz, P.: Overview of continuum and particle dynamics methods for mechanical modeling of contractional geologic structures. J. Struct. Geol. 59, 19\u201336 (2014)","journal-title":"J. Struct. Geol."},{"issue":"4","key":"21_CR3","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1016\/j.jrmge.2013.12.007","volume":"6","author":"A Lisjak","year":"2014","unstructured":"Lisjak, A., Grasselli, G.: A review of discrete modeling techniques for fracturing processes in discontinuous rock masses. J. Rock Mech. Geotech. Eng. 6(4), 301\u2013314 (2014)","journal-title":"J. Rock Mech. Geotech. Eng."},{"key":"21_CR4","doi-asserted-by":"publisher","DOI":"10.1016\/j.powtec.2021.117100","volume":"399","author":"F Chen","year":"2022","unstructured":"Chen, F., Xia, Y., Klinger, J.L., Chen, Q.: A set of hysteretic nonlinear contact models for DEM: theory, formulation, and application for lignocellulosic biomass. Powder Technol. 399, 117100 (2022)","journal-title":"Powder Technol."},{"issue":"3","key":"21_CR5","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1007\/s40571-015-0056-5","volume":"2","author":"Z Yan","year":"2015","unstructured":"Yan, Z., Wilkinson, S.K., Stitt, E.H., Marigo, M.: Discrete element modelling (DEM) input parameters: understanding their impact on model predictions using statistical analysis. Comput. Part. Mech. 2(3), 283\u2013299 (2015). https:\/\/doi.org\/10.1007\/s40571-015-0056-5","journal-title":"Comput. Part. Mech."},{"issue":"7\u20138","key":"21_CR6","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1080\/19648189.2008.9693050","volume":"12","author":"S Luding","year":"2008","unstructured":"Luding, S.: Introduction to discrete element methods: basic of contact force models and how to perform the micro-macro transition to continuum theory. Eur. J. Environ. Civ. Eng. 12(7\u20138), 785\u2013826 (2008)","journal-title":"Eur. J. Environ. Civ. Eng."},{"issue":"2","key":"21_CR7","doi-asserted-by":"publisher","first-page":"232","DOI":"10.1016\/j.marpetgeo.2007.12.003","volume":"26","author":"S Hardy","year":"2009","unstructured":"Hardy, S., McClay, K., Munoz, J.A.: Deformation and fault activity in space and time in high-resolution numerical models of doubly vergent thrust wedges. Mar. Pet. Geol. 26(2), 232\u2013248 (2009)","journal-title":"Mar. Pet. Geol."},{"issue":"1","key":"21_CR8","first-page":"1","volume":"10","author":"R Bridson","year":"2007","unstructured":"Bridson, R.: Fast Poisson disk sampling in arbitrary dimensions. SIGGRAPH Sketches 10(1), 1\u20131 (2007)","journal-title":"SIGGRAPH Sketches"},{"key":"21_CR9","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1007\/BF01025983","volume":"60","author":"BD Lubachevsky","year":"1990","unstructured":"Lubachevsky, B.D., Stillinger, F.H.: Geometric properties of random disk packings. J. Stat. Phys. 60, 561\u2013583 (1990)","journal-title":"J. Stat. Phys."}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2025 Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-97596-7_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,6]],"date-time":"2025-07-06T13:14:53Z","timestamp":1751807693000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-97596-7_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,28]]},"ISBN":["9783031975950","9783031975967"],"references-count":9,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-97596-7_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5,28]]},"assertion":[{"value":"28 May 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"ICCSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science and Its Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Istanbul","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"T\u00fcrkiye","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 July 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccsa2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iccsa.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}