A Review on Contact and Collision Methods for Multi-Body Hydrodynamic Problems in Complex Flows Article Swipe
Sajjad Karimnejad
,
Amin Amiri Delouei
,
Hakan Başağaoğlu
,
Mohsen Nazari
,
Mohammad Mohsen Shahmardan
,
Giacomo Falcucci
,
M. Lauricella
,
Sauro Succi
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.4208/cicp.re-2022-0041
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.4208/cicp.re-2022-0041
Modeling and direct numerical simulation of particle-laden flows have a tremendous variety of applications in science and engineering across a vast spectrum of scales from pollution dispersion in the atmosphere, to fluidization in the combustion process, to aerosol deposition in spray medication, along with many others. Due to their strongly nonlinear and multiscale nature, the above complex phenomena still raise a very steep challenge to the most computational methods. In this review, we provide comprehensive coverage of multibody hydrodynamic (MBH) problems focusing on particulate suspensions in complex fluidic systems that have been simulated using hybrid Eulerian-Lagrangian particulate flow models. Among these hybrid models, the Immersed Boundary-Lattice Boltzmann Method (IB-LBM) provides mathematically simple and computationally-efficient algorithms for solid-fluid hydrodynamic interactions in MBH simulations. This paper elaborates on the mathematical framework, applicability, and limitations of various 'simple to complex' representations of close-contact interparticle interactions and collision methods, including short-range inter-particle and particle-wall steric interactions, spring and lubrication forces, normal and oblique collisions, and mesoscale molecular models for deformable particle collisions based on hard-sphere and soft-sphere models in MBH models to simulate settling or flow of nonuniform particles of different geometric shapes and sizes in diverse fluidic systems.
Related Topics
Concepts
Metadata
- Type
- review
- Language
- en
- Landing Page
- https://doi.org/10.4208/cicp.re-2022-0041
- OA Status
- green
- Cited By
- 35
- References
- 213
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4309865724
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4309865724Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.4208/cicp.re-2022-0041Digital Object Identifier
- Title
-
A Review on Contact and Collision Methods for Multi-Body Hydrodynamic Problems in Complex FlowsWork title
- Type
-
reviewOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-06-01Full publication date if available
- Authors
-
Sajjad Karimnejad, Amin Amiri Delouei, Hakan Başağaoğlu, Mohsen Nazari, Mohammad Mohsen Shahmardan, Giacomo Falcucci, M. Lauricella, Sauro SucciList of authors in order
- Landing page
-
https://doi.org/10.4208/cicp.re-2022-0041Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2211.11728Direct OA link when available
- Concepts
-
Lattice Boltzmann methods, Mechanics, Fluidization, Immersed boundary method, Statistical physics, Classical mechanics, Physics, Computer science, Boundary (topology), Mathematics, Fluidized bed, Mathematical analysis, ThermodynamicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
35Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 10, 2024: 13, 2023: 11, 2022: 1Per-year citation counts (last 5 years)
- References (count)
-
213Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4309865724 |
|---|---|
| doi | https://doi.org/10.4208/cicp.re-2022-0041 |
| ids.doi | https://doi.org/10.4208/cicp.re-2022-0041 |
| ids.openalex | https://openalex.org/W4309865724 |
| fwci | 8.87620625 |
| type | review |
| title | A Review on Contact and Collision Methods for Multi-Body Hydrodynamic Problems in Complex Flows |
| biblio.issue | 4 |
| biblio.volume | 32 |
| biblio.last_page | 950 |
| biblio.first_page | 899 |
| topics[0].id | https://openalex.org/T11751 |
| topics[0].field.id | https://openalex.org/fields/22 |
| topics[0].field.display_name | Engineering |
| topics[0].score | 1.0 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2206 |
| topics[0].subfield.display_name | Computational Mechanics |
| topics[0].display_name | Lattice Boltzmann Simulation Studies |
| topics[1].id | https://openalex.org/T12350 |
| topics[1].field.id | https://openalex.org/fields/22 |
| topics[1].field.display_name | Engineering |
| topics[1].score | 0.9987999796867371 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2212 |
| topics[1].subfield.display_name | Ocean Engineering |
| topics[1].display_name | Particle Dynamics in Fluid Flows |
| topics[2].id | https://openalex.org/T10615 |
| topics[2].field.id | https://openalex.org/fields/22 |
| topics[2].field.display_name | Engineering |
| topics[2].score | 0.9986000061035156 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2206 |
| topics[2].subfield.display_name | Computational Mechanics |
| topics[2].display_name | Granular flow and fluidized beds |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C21821499 |
| concepts[0].level | 2 |
| concepts[0].score | 0.6418048143386841 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q1807064 |
| concepts[0].display_name | Lattice Boltzmann methods |
| concepts[1].id | https://openalex.org/C57879066 |
| concepts[1].level | 1 |
| concepts[1].score | 0.5543837547302246 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q41217 |
| concepts[1].display_name | Mechanics |
| concepts[2].id | https://openalex.org/C194832619 |
| concepts[2].level | 3 |
| concepts[2].score | 0.48563113808631897 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q1002145 |
| concepts[2].display_name | Fluidization |
| concepts[3].id | https://openalex.org/C121704545 |
| concepts[3].level | 3 |
| concepts[3].score | 0.455200731754303 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q11425899 |
| concepts[3].display_name | Immersed boundary method |
| concepts[4].id | https://openalex.org/C121864883 |
| concepts[4].level | 1 |
| concepts[4].score | 0.39527642726898193 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q677916 |
| concepts[4].display_name | Statistical physics |
| concepts[5].id | https://openalex.org/C74650414 |
| concepts[5].level | 1 |
| concepts[5].score | 0.382192999124527 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q11397 |
| concepts[5].display_name | Classical mechanics |
| concepts[6].id | https://openalex.org/C121332964 |
| concepts[6].level | 0 |
| concepts[6].score | 0.3619083762168884 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q413 |
| concepts[6].display_name | Physics |
| concepts[7].id | https://openalex.org/C41008148 |
| concepts[7].level | 0 |
| concepts[7].score | 0.3600011169910431 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[7].display_name | Computer science |
| concepts[8].id | https://openalex.org/C62354387 |
| concepts[8].level | 2 |
| concepts[8].score | 0.2597115635871887 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q875399 |
| concepts[8].display_name | Boundary (topology) |
| concepts[9].id | https://openalex.org/C33923547 |
| concepts[9].level | 0 |
| concepts[9].score | 0.14028400182724 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q395 |
| concepts[9].display_name | Mathematics |
| concepts[10].id | https://openalex.org/C2084832 |
| concepts[10].level | 2 |
| concepts[10].score | 0.1293453872203827 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q2666694 |
| concepts[10].display_name | Fluidized bed |
| concepts[11].id | https://openalex.org/C134306372 |
| concepts[11].level | 1 |
| concepts[11].score | 0.0 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q7754 |
| concepts[11].display_name | Mathematical analysis |
| concepts[12].id | https://openalex.org/C97355855 |
| concepts[12].level | 1 |
| concepts[12].score | 0.0 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q11473 |
| concepts[12].display_name | Thermodynamics |
| keywords[0].id | https://openalex.org/keywords/lattice-boltzmann-methods |
| keywords[0].score | 0.6418048143386841 |
| keywords[0].display_name | Lattice Boltzmann methods |
| keywords[1].id | https://openalex.org/keywords/mechanics |
| keywords[1].score | 0.5543837547302246 |
| keywords[1].display_name | Mechanics |
| keywords[2].id | https://openalex.org/keywords/fluidization |
| keywords[2].score | 0.48563113808631897 |
| keywords[2].display_name | Fluidization |
| keywords[3].id | https://openalex.org/keywords/immersed-boundary-method |
| keywords[3].score | 0.455200731754303 |
| keywords[3].display_name | Immersed boundary method |
| keywords[4].id | https://openalex.org/keywords/statistical-physics |
| keywords[4].score | 0.39527642726898193 |
| keywords[4].display_name | Statistical physics |
| keywords[5].id | https://openalex.org/keywords/classical-mechanics |
| keywords[5].score | 0.382192999124527 |
| keywords[5].display_name | Classical mechanics |
| keywords[6].id | https://openalex.org/keywords/physics |
| keywords[6].score | 0.3619083762168884 |
| keywords[6].display_name | Physics |
| keywords[7].id | https://openalex.org/keywords/computer-science |
| keywords[7].score | 0.3600011169910431 |
| keywords[7].display_name | Computer science |
| keywords[8].id | https://openalex.org/keywords/boundary |
| keywords[8].score | 0.2597115635871887 |
| keywords[8].display_name | Boundary (topology) |
| keywords[9].id | https://openalex.org/keywords/mathematics |
| keywords[9].score | 0.14028400182724 |
| keywords[9].display_name | Mathematics |
| keywords[10].id | https://openalex.org/keywords/fluidized-bed |
| keywords[10].score | 0.1293453872203827 |
| keywords[10].display_name | Fluidized bed |
| language | en |
| locations[0].id | doi:10.4208/cicp.re-2022-0041 |
| locations[0].is_oa | False |
| locations[0].source.id | https://openalex.org/S34010870 |
| locations[0].source.issn | 1815-2406, 1991-7120 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | 1815-2406 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | Communications in Computational Physics |
| locations[0].source.host_organization | https://openalex.org/P4310311721 |
| locations[0].source.host_organization_name | Cambridge University Press |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310311721, https://openalex.org/P4310311702 |
| locations[0].source.host_organization_lineage_names | Cambridge University Press, University of Cambridge |
| locations[0].license | |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Communications in Computational Physics |
| locations[0].landing_page_url | https://doi.org/10.4208/cicp.re-2022-0041 |
| locations[1].id | pmh:oai:arXiv.org:2211.11728 |
| locations[1].is_oa | True |
| locations[1].source.id | https://openalex.org/S4306400194 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | True |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | arXiv (Cornell University) |
| locations[1].source.host_organization | https://openalex.org/I205783295 |
| locations[1].source.host_organization_name | Cornell University |
| locations[1].source.host_organization_lineage | https://openalex.org/I205783295 |
| locations[1].license | |
| locations[1].pdf_url | https://arxiv.org/pdf/2211.11728 |
| locations[1].version | submittedVersion |
| locations[1].raw_type | text |
| locations[1].license_id | |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | |
| locations[1].landing_page_url | http://arxiv.org/abs/2211.11728 |
| indexed_in | arxiv, crossref |
| authorships[0].author.id | https://openalex.org/A5014216499 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-2691-181X |
| authorships[0].author.display_name | Sajjad Karimnejad |
| authorships[0].countries | IR |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I176861719 |
| authorships[0].affiliations[0].raw_affiliation_string | Faculty of Mechanical Engineering, Shahrood University of Technology, Shahrood, Iran. |
| authorships[0].institutions[0].id | https://openalex.org/I176861719 |
| authorships[0].institutions[0].ror | https://ror.org/00yqvtm78 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I176861719 |
| authorships[0].institutions[0].country_code | IR |
| authorships[0].institutions[0].display_name | University of Shahrood |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | S. Karimnejad S. Karimnejad |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Faculty of Mechanical Engineering, Shahrood University of Technology, Shahrood, Iran. |
| authorships[1].author.id | https://openalex.org/A5056106703 |
| authorships[1].author.orcid | https://orcid.org/0000-0001-7414-4195 |
| authorships[1].author.display_name | Amin Amiri Delouei |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | A. Amiri Delouei A. Amiri Delouei |
| authorships[1].is_corresponding | False |
| authorships[2].author.id | https://openalex.org/A5067159422 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-0729-0296 |
| authorships[2].author.display_name | Hakan Başağaoğlu |
| authorships[2].countries | US |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I4210088045 |
| authorships[2].affiliations[0].raw_affiliation_string | Evolution Online LLC, San Antonio, TX 78292, USA. |
| authorships[2].institutions[0].id | https://openalex.org/I4210088045 |
| authorships[2].institutions[0].ror | https://ror.org/002kdhq94 |
| authorships[2].institutions[0].type | company |
| authorships[2].institutions[0].lineage | https://openalex.org/I4210088045 |
| authorships[2].institutions[0].country_code | US |
| authorships[2].institutions[0].display_name | Online Technologies (United States) |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | H. Başağaoğlu H. Başağaoğlu |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Evolution Online LLC, San Antonio, TX 78292, USA. |
| authorships[3].author.id | https://openalex.org/A5044949612 |
| authorships[3].author.orcid | https://orcid.org/0000-0001-6040-147X |
| authorships[3].author.display_name | Mohsen Nazari |
| authorships[3].countries | IR |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I176861719 |
| authorships[3].affiliations[0].raw_affiliation_string | Faculty of Mechanical Engineering, Shahrood University of Technology, Shahrood, Iran. |
| authorships[3].institutions[0].id | https://openalex.org/I176861719 |
| authorships[3].institutions[0].ror | https://ror.org/00yqvtm78 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I176861719 |
| authorships[3].institutions[0].country_code | IR |
| authorships[3].institutions[0].display_name | University of Shahrood |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | M. Nazari M. Nazari |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Faculty of Mechanical Engineering, Shahrood University of Technology, Shahrood, Iran. |
| authorships[4].author.id | https://openalex.org/A5088064216 |
| authorships[4].author.orcid | https://orcid.org/0000-0002-9088-4393 |
| authorships[4].author.display_name | Mohammad Mohsen Shahmardan |
| authorships[4].countries | IR |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I176861719 |
| authorships[4].affiliations[0].raw_affiliation_string | Faculty of Mechanical Engineering, Shahrood University of Technology, Shahrood, Iran. |
| authorships[4].institutions[0].id | https://openalex.org/I176861719 |
| authorships[4].institutions[0].ror | https://ror.org/00yqvtm78 |
| authorships[4].institutions[0].type | education |
| authorships[4].institutions[0].lineage | https://openalex.org/I176861719 |
| authorships[4].institutions[0].country_code | IR |
| authorships[4].institutions[0].display_name | University of Shahrood |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | M. Shahmardan M. Shahmardan |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Faculty of Mechanical Engineering, Shahrood University of Technology, Shahrood, Iran. |
| authorships[5].author.id | https://openalex.org/A5076509080 |
| authorships[5].author.orcid | https://orcid.org/0000-0001-6446-4697 |
| authorships[5].author.display_name | Giacomo Falcucci |
| authorships[5].countries | IT, US |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I136199984 |
| authorships[5].affiliations[0].raw_affiliation_string | Department of Physics, Harvard University, 29 Oxford Street, Cambridge, MA 02138, USA. |
| authorships[5].affiliations[1].institution_ids | https://openalex.org/I116067653 |
| authorships[5].affiliations[1].raw_affiliation_string | Department of Enterprise Engineering "Mario Lucertini", University of Rome "Tor Vergata", Via del Politecnico 1, 00133 Rome, Italy. |
| authorships[5].institutions[0].id | https://openalex.org/I116067653 |
| authorships[5].institutions[0].ror | https://ror.org/02p77k626 |
| authorships[5].institutions[0].type | education |
| authorships[5].institutions[0].lineage | https://openalex.org/I116067653 |
| authorships[5].institutions[0].country_code | IT |
| authorships[5].institutions[0].display_name | University of Rome Tor Vergata |
| authorships[5].institutions[1].id | https://openalex.org/I136199984 |
| authorships[5].institutions[1].ror | https://ror.org/03vek6s52 |
| authorships[5].institutions[1].type | education |
| authorships[5].institutions[1].lineage | https://openalex.org/I136199984 |
| authorships[5].institutions[1].country_code | US |
| authorships[5].institutions[1].display_name | Harvard University |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | G. Falcucci G. Falcucci |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Department of Enterprise Engineering "Mario Lucertini", University of Rome "Tor Vergata", Via del Politecnico 1, 00133 Rome, Italy., Department of Physics, Harvard University, 29 Oxford Street, Cambridge, MA 02138, USA. |
| authorships[6].author.id | https://openalex.org/A5001988521 |
| authorships[6].author.orcid | |
| authorships[6].author.display_name | M. Lauricella |
| authorships[6].countries | US |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I4210088045 |
| authorships[6].affiliations[0].raw_affiliation_string | Evolution Online LLC, San Antonio, TX 78292, USA. |
| authorships[6].institutions[0].id | https://openalex.org/I4210088045 |
| authorships[6].institutions[0].ror | https://ror.org/002kdhq94 |
| authorships[6].institutions[0].type | company |
| authorships[6].institutions[0].lineage | https://openalex.org/I4210088045 |
| authorships[6].institutions[0].country_code | US |
| authorships[6].institutions[0].display_name | Online Technologies (United States) |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | M. Lauricella M. Lauricella |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Evolution Online LLC, San Antonio, TX 78292, USA. |
| authorships[7].author.id | https://openalex.org/A5075643472 |
| authorships[7].author.orcid | https://orcid.org/0000-0002-3070-3079 |
| authorships[7].author.display_name | Sauro Succi |
| authorships[7].countries | US |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I4210088045 |
| authorships[7].affiliations[0].raw_affiliation_string | Evolution Online LLC, San Antonio, TX 78292, USA. |
| authorships[7].institutions[0].id | https://openalex.org/I4210088045 |
| authorships[7].institutions[0].ror | https://ror.org/002kdhq94 |
| authorships[7].institutions[0].type | company |
| authorships[7].institutions[0].lineage | https://openalex.org/I4210088045 |
| authorships[7].institutions[0].country_code | US |
| authorships[7].institutions[0].display_name | Online Technologies (United States) |
| authorships[7].author_position | last |
| authorships[7].raw_author_name | S. Succi S. Succi |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Evolution Online LLC, San Antonio, TX 78292, USA. |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://arxiv.org/pdf/2211.11728 |
| open_access.oa_status | green |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | A Review on Contact and Collision Methods for Multi-Body Hydrodynamic Problems in Complex Flows |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T11751 |
| primary_topic.field.id | https://openalex.org/fields/22 |
| primary_topic.field.display_name | Engineering |
| primary_topic.score | 1.0 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2206 |
| primary_topic.subfield.display_name | Computational Mechanics |
| primary_topic.display_name | Lattice Boltzmann Simulation Studies |
| related_works | https://openalex.org/W1998727369, https://openalex.org/W2071049825, https://openalex.org/W4318823180, https://openalex.org/W2890712319, https://openalex.org/W4301905157, https://openalex.org/W2934265180, https://openalex.org/W2496659313, https://openalex.org/W1598035158, https://openalex.org/W2801164249, https://openalex.org/W2741069343 |
| cited_by_count | 35 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 10 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 13 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 11 |
| counts_by_year[3].year | 2022 |
| counts_by_year[3].cited_by_count | 1 |
| locations_count | 2 |
| best_oa_location.id | pmh:oai:arXiv.org:2211.11728 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4306400194 |
| best_oa_location.source.issn | |
| best_oa_location.source.type | repository |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | arXiv (Cornell University) |
| best_oa_location.source.host_organization | https://openalex.org/I205783295 |
| best_oa_location.source.host_organization_name | Cornell University |
| best_oa_location.source.host_organization_lineage | https://openalex.org/I205783295 |
| best_oa_location.license | |
| best_oa_location.pdf_url | https://arxiv.org/pdf/2211.11728 |
| best_oa_location.version | submittedVersion |
| best_oa_location.raw_type | text |
| best_oa_location.license_id | |
| best_oa_location.is_accepted | False |
| best_oa_location.is_published | False |
| best_oa_location.raw_source_name | |
| best_oa_location.landing_page_url | http://arxiv.org/abs/2211.11728 |
| primary_location.id | doi:10.4208/cicp.re-2022-0041 |
| primary_location.is_oa | False |
| primary_location.source.id | https://openalex.org/S34010870 |
| primary_location.source.issn | 1815-2406, 1991-7120 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | 1815-2406 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | Communications in Computational Physics |
| primary_location.source.host_organization | https://openalex.org/P4310311721 |
| primary_location.source.host_organization_name | Cambridge University Press |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310311721, https://openalex.org/P4310311702 |
| primary_location.source.host_organization_lineage_names | Cambridge University Press, University of Cambridge |
| primary_location.license | |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Communications in Computational Physics |
| primary_location.landing_page_url | https://doi.org/10.4208/cicp.re-2022-0041 |
| publication_date | 2022-06-01 |
| publication_year | 2022 |
| referenced_works | https://openalex.org/W2883150297, https://openalex.org/W2136454393, https://openalex.org/W2159268266, https://openalex.org/W2095006601, https://openalex.org/W2058810676, https://openalex.org/W2066699996, https://openalex.org/W2324837136, https://openalex.org/W2006834950, https://openalex.org/W2064558227, https://openalex.org/W2792115960, https://openalex.org/W2079188093, https://openalex.org/W2105988397, https://openalex.org/W2763244359, https://openalex.org/W2008081336, https://openalex.org/W2012395597, https://openalex.org/W2605413485, https://openalex.org/W2761130841, https://openalex.org/W2971960337, https://openalex.org/W1965761122, https://openalex.org/W1978939999, https://openalex.org/W2913453376, https://openalex.org/W1986735562, https://openalex.org/W4220842364, https://openalex.org/W2030211503, https://openalex.org/W2332298227, https://openalex.org/W2941927780, https://openalex.org/W2917535482, https://openalex.org/W2088282293, https://openalex.org/W25686285, https://openalex.org/W3099181403, https://openalex.org/W1967503932, https://openalex.org/W1973581223, https://openalex.org/W1996158976, https://openalex.org/W2411163370, https://openalex.org/W2999515346, https://openalex.org/W2796781998, https://openalex.org/W2108739933, https://openalex.org/W1974125009, https://openalex.org/W2953265269, https://openalex.org/W2121604987, https://openalex.org/W2963728663, https://openalex.org/W2013189835, https://openalex.org/W4225257889, https://openalex.org/W2103556498, https://openalex.org/W2004875747, https://openalex.org/W1982208210, https://openalex.org/W2160746816, https://openalex.org/W3102944822, https://openalex.org/W1993086793, https://openalex.org/W2079370437, https://openalex.org/W2783480622, https://openalex.org/W2796590873, https://openalex.org/W3164449015, https://openalex.org/W3188109131, https://openalex.org/W2172083260, https://openalex.org/W2185539408, https://openalex.org/W2050420744, https://openalex.org/W2160500740, https://openalex.org/W3004293120, https://openalex.org/W2053868323, https://openalex.org/W2979400262, https://openalex.org/W2315996696, https://openalex.org/W3194897651, https://openalex.org/W2886149401, https://openalex.org/W2793435880, https://openalex.org/W2964251264, https://openalex.org/W3131374781, https://openalex.org/W2790413323, https://openalex.org/W2027901345, https://openalex.org/W2567328234, https://openalex.org/W2024598462, https://openalex.org/W2989354562, https://openalex.org/W2019932724, https://openalex.org/W2005786611, https://openalex.org/W2056124154, https://openalex.org/W2098651518, https://openalex.org/W1496686022, https://openalex.org/W2943373617, https://openalex.org/W2165885216, https://openalex.org/W2139867873, https://openalex.org/W3175062647, https://openalex.org/W2024505091, https://openalex.org/W2035448556, https://openalex.org/W2022180204, https://openalex.org/W1977164599, https://openalex.org/W2048541030, https://openalex.org/W2035000135, https://openalex.org/W2193113185, https://openalex.org/W2066222663, https://openalex.org/W1979057323, https://openalex.org/W3041708317, https://openalex.org/W2313403311, https://openalex.org/W2060088089, https://openalex.org/W3016032436, https://openalex.org/W2146913860, https://openalex.org/W2027053193, https://openalex.org/W2130763803, https://openalex.org/W2019667677, https://openalex.org/W2055655203, https://openalex.org/W2026515780, https://openalex.org/W1764872018, https://openalex.org/W3103539750, https://openalex.org/W3044080631, https://openalex.org/W2469756107, https://openalex.org/W2063278792, https://openalex.org/W2077032253, https://openalex.org/W2036538813, https://openalex.org/W2884107372, https://openalex.org/W2014367908, https://openalex.org/W1997987658, https://openalex.org/W2793257422, https://openalex.org/W3165047106, https://openalex.org/W3141513603, https://openalex.org/W2106349764, https://openalex.org/W2516186105, https://openalex.org/W2942852245, https://openalex.org/W2075143792, https://openalex.org/W2886404976, https://openalex.org/W2033977619, https://openalex.org/W2168272503, https://openalex.org/W2771155547, https://openalex.org/W3179271985, https://openalex.org/W2071049825, https://openalex.org/W2125248047, https://openalex.org/W2063456752, https://openalex.org/W3105766439, https://openalex.org/W2157873865, https://openalex.org/W2055421972, https://openalex.org/W2130539623, https://openalex.org/W2161331122, https://openalex.org/W285197588, https://openalex.org/W3136142840, https://openalex.org/W2141613219, https://openalex.org/W2036319654, https://openalex.org/W2056818135, https://openalex.org/W2994809636, https://openalex.org/W2165158393, https://openalex.org/W2147087071, https://openalex.org/W2125036156, https://openalex.org/W2790346704, https://openalex.org/W2073890144, https://openalex.org/W1998846148, https://openalex.org/W2520449269, https://openalex.org/W2142711020, https://openalex.org/W652468521, https://openalex.org/W2563399153, https://openalex.org/W2019645917, https://openalex.org/W2278716576, https://openalex.org/W2167782502, https://openalex.org/W2190767837, https://openalex.org/W2119950184, https://openalex.org/W3109297643, https://openalex.org/W2097771861, https://openalex.org/W2564694951, https://openalex.org/W4388316717, https://openalex.org/W2884250276, https://openalex.org/W2162153590, https://openalex.org/W2045657825, https://openalex.org/W1989799845, https://openalex.org/W1969402557, https://openalex.org/W2329098010, https://openalex.org/W1982933896, https://openalex.org/W4239647010, https://openalex.org/W2144350150, https://openalex.org/W2114878967, https://openalex.org/W2068702383, https://openalex.org/W3173488232, https://openalex.org/W2257929683, https://openalex.org/W2001128897, https://openalex.org/W1979167244, https://openalex.org/W140154881, https://openalex.org/W3037444258, https://openalex.org/W2012007026, https://openalex.org/W3111012801, https://openalex.org/W2474409441, https://openalex.org/W1999551220, https://openalex.org/W2103108752, https://openalex.org/W2091995170, https://openalex.org/W2153239426, https://openalex.org/W586425094, https://openalex.org/W2357135573, https://openalex.org/W2945410354, https://openalex.org/W3008215592, https://openalex.org/W1977912657, https://openalex.org/W2093243363, https://openalex.org/W3183290118, https://openalex.org/W2727301672, https://openalex.org/W2010667743, https://openalex.org/W2092701343, https://openalex.org/W2041548211, https://openalex.org/W1981492934, https://openalex.org/W2025610129, https://openalex.org/W2018050443, https://openalex.org/W3176814066, https://openalex.org/W2062527072, https://openalex.org/W2067507852, https://openalex.org/W2990904665, https://openalex.org/W2899707566, https://openalex.org/W3036114823, https://openalex.org/W4224950774, https://openalex.org/W1972928271, https://openalex.org/W2955284597, https://openalex.org/W3137751829, https://openalex.org/W2564837333, https://openalex.org/W2749515750, https://openalex.org/W3105218540, https://openalex.org/W2016239520, https://openalex.org/W3019670374, https://openalex.org/W2516040311, https://openalex.org/W1983424224, https://openalex.org/W2158900113, https://openalex.org/W1984426476, https://openalex.org/W2081229365 |
| referenced_works_count | 213 |
| abstract_inverted_index.a | 9, 19, 60 |
| abstract_inverted_index.In | 69 |
| abstract_inverted_index.in | 14, 27, 32, 39, 85, 119, 174, 191 |
| abstract_inverted_index.of | 5, 12, 22, 76, 132, 138, 182, 185 |
| abstract_inverted_index.on | 82, 125, 169 |
| abstract_inverted_index.or | 180 |
| abstract_inverted_index.to | 30, 36, 47, 64, 135, 177 |
| abstract_inverted_index.we | 72 |
| abstract_inverted_index.Due | 46 |
| abstract_inverted_index.MBH | 120, 175 |
| abstract_inverted_index.and | 1, 16, 51, 112, 130, 142, 148, 153, 157, 160, 171, 189 |
| abstract_inverted_index.for | 115, 164 |
| abstract_inverted_index.the | 28, 33, 54, 65, 103, 126 |
| abstract_inverted_index.This | 122 |
| abstract_inverted_index.been | 91 |
| abstract_inverted_index.flow | 97, 181 |
| abstract_inverted_index.from | 24 |
| abstract_inverted_index.have | 8, 90 |
| abstract_inverted_index.many | 44 |
| abstract_inverted_index.most | 66 |
| abstract_inverted_index.that | 89 |
| abstract_inverted_index.this | 70 |
| abstract_inverted_index.vast | 20 |
| abstract_inverted_index.very | 61 |
| abstract_inverted_index.with | 43 |
| abstract_inverted_index.(MBH) | 79 |
| abstract_inverted_index.Among | 99 |
| abstract_inverted_index.above | 55 |
| abstract_inverted_index.along | 42 |
| abstract_inverted_index.based | 168 |
| abstract_inverted_index.flows | 7 |
| abstract_inverted_index.paper | 123 |
| abstract_inverted_index.raise | 59 |
| abstract_inverted_index.sizes | 190 |
| abstract_inverted_index.spray | 40 |
| abstract_inverted_index.steep | 62 |
| abstract_inverted_index.still | 58 |
| abstract_inverted_index.their | 48 |
| abstract_inverted_index.these | 100 |
| abstract_inverted_index.using | 93 |
| abstract_inverted_index.Method | 107 |
| abstract_inverted_index.across | 18 |
| abstract_inverted_index.direct | 2 |
| abstract_inverted_index.hybrid | 94, 101 |
| abstract_inverted_index.models | 163, 173, 176 |
| abstract_inverted_index.normal | 156 |
| abstract_inverted_index.scales | 23 |
| abstract_inverted_index.shapes | 188 |
| abstract_inverted_index.simple | 111 |
| abstract_inverted_index.spring | 152 |
| abstract_inverted_index.steric | 150 |
| abstract_inverted_index.'simple | 134 |
| abstract_inverted_index.aerosol | 37 |
| abstract_inverted_index.complex | 56, 86 |
| abstract_inverted_index.diverse | 192 |
| abstract_inverted_index.fluidic | 87, 193 |
| abstract_inverted_index.forces, | 155 |
| abstract_inverted_index.models, | 102 |
| abstract_inverted_index.models. | 98 |
| abstract_inverted_index.nature, | 53 |
| abstract_inverted_index.oblique | 158 |
| abstract_inverted_index.others. | 45 |
| abstract_inverted_index.provide | 73 |
| abstract_inverted_index.review, | 71 |
| abstract_inverted_index.science | 15 |
| abstract_inverted_index.systems | 88 |
| abstract_inverted_index.variety | 11 |
| abstract_inverted_index.various | 133 |
| abstract_inverted_index.(IB-LBM) | 108 |
| abstract_inverted_index.Immersed | 104 |
| abstract_inverted_index.Modeling | 0 |
| abstract_inverted_index.complex' | 136 |
| abstract_inverted_index.coverage | 75 |
| abstract_inverted_index.focusing | 81 |
| abstract_inverted_index.methods, | 144 |
| abstract_inverted_index.methods. | 68 |
| abstract_inverted_index.particle | 166 |
| abstract_inverted_index.problems | 80 |
| abstract_inverted_index.process, | 35 |
| abstract_inverted_index.provides | 109 |
| abstract_inverted_index.settling | 179 |
| abstract_inverted_index.simulate | 178 |
| abstract_inverted_index.spectrum | 21 |
| abstract_inverted_index.strongly | 49 |
| abstract_inverted_index.systems. | 194 |
| abstract_inverted_index.Boltzmann | 106 |
| abstract_inverted_index.challenge | 63 |
| abstract_inverted_index.collision | 143 |
| abstract_inverted_index.different | 186 |
| abstract_inverted_index.geometric | 187 |
| abstract_inverted_index.including | 145 |
| abstract_inverted_index.mesoscale | 161 |
| abstract_inverted_index.molecular | 162 |
| abstract_inverted_index.multibody | 77 |
| abstract_inverted_index.nonlinear | 50 |
| abstract_inverted_index.numerical | 3 |
| abstract_inverted_index.particles | 184 |
| abstract_inverted_index.phenomena | 57 |
| abstract_inverted_index.pollution | 25 |
| abstract_inverted_index.simulated | 92 |
| abstract_inverted_index.algorithms | 114 |
| abstract_inverted_index.collisions | 167 |
| abstract_inverted_index.combustion | 34 |
| abstract_inverted_index.deformable | 165 |
| abstract_inverted_index.deposition | 38 |
| abstract_inverted_index.dispersion | 26 |
| abstract_inverted_index.elaborates | 124 |
| abstract_inverted_index.framework, | 128 |
| abstract_inverted_index.multiscale | 52 |
| abstract_inverted_index.nonuniform | 183 |
| abstract_inverted_index.simulation | 4 |
| abstract_inverted_index.tremendous | 10 |
| abstract_inverted_index.atmosphere, | 29 |
| abstract_inverted_index.collisions, | 159 |
| abstract_inverted_index.engineering | 17 |
| abstract_inverted_index.hard-sphere | 170 |
| abstract_inverted_index.limitations | 131 |
| abstract_inverted_index.lubrication | 154 |
| abstract_inverted_index.medication, | 41 |
| abstract_inverted_index.particulate | 83, 96 |
| abstract_inverted_index.short-range | 146 |
| abstract_inverted_index.soft-sphere | 172 |
| abstract_inverted_index.solid-fluid | 116 |
| abstract_inverted_index.suspensions | 84 |
| abstract_inverted_index.applications | 13 |
| abstract_inverted_index.fluidization | 31 |
| abstract_inverted_index.hydrodynamic | 78, 117 |
| abstract_inverted_index.interactions | 118, 141 |
| abstract_inverted_index.mathematical | 127 |
| abstract_inverted_index.simulations. | 121 |
| abstract_inverted_index.close-contact | 139 |
| abstract_inverted_index.comprehensive | 74 |
| abstract_inverted_index.computational | 67 |
| abstract_inverted_index.interactions, | 151 |
| abstract_inverted_index.interparticle | 140 |
| abstract_inverted_index.particle-wall | 149 |
| abstract_inverted_index.applicability, | 129 |
| abstract_inverted_index.inter-particle | 147 |
| abstract_inverted_index.mathematically | 110 |
| abstract_inverted_index.particle-laden | 6 |
| abstract_inverted_index.representations | 137 |
| abstract_inverted_index.Boundary-Lattice | 105 |
| abstract_inverted_index.Eulerian-Lagrangian | 95 |
| abstract_inverted_index.computationally-efficient | 113 |
| cited_by_percentile_year.max | 99 |
| cited_by_percentile_year.min | 89 |
| countries_distinct_count | 3 |
| institutions_distinct_count | 8 |
| citation_normalized_percentile.value | 0.9807073 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |