SymPy: symbolic computing in Python Article Swipe
Aaron Meurer
,
Christopher P. Smith
,
Mateusz Paprocki
,
Ondřej Čertı́k
,
Sergey B Kirpichev
,
Matthew Rocklin
,
Amit Kumar
,
Sergiu Ivanov
,
Jason K. Moore
,
Sartaj Singh
,
Thilina Rathnayake
,
Sean Vig
,
Brian Granger
,
Richard P. Muller
,
Francesco Bonazzi
,
Harsh Gupta
,
Shivam Vats
,
Fredrik Johansson
,
Fabian Pedregosa
,
Matthew Curry
,
Andy R. Terrel
,
Štěpán Roučka
,
Ashutosh Saboo
,
Isuru Fernando
,
Sumith Kulal
,
Robert Cimrman
,
Anthony Scopatz
·
YOU?
·
· 2017
· Open Access
·
· DOI: https://doi.org/10.7717/peerj-cs.103
YOU?
·
· 2017
· Open Access
·
· DOI: https://doi.org/10.7717/peerj-cs.103
SymPy is an open source computer algebra system written in pure Python. It is built with a focus on extensibility and ease of use, through both interactive and programmatic applications. These characteristics have led SymPy to become a popular symbolic library for the scientific Python ecosystem. This paper presents the architecture of SymPy, a description of its features, and a discussion of select submodules. The supplementary material provide additional examples and further outline details of the architecture and features of SymPy.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.7717/peerj-cs.103
- https://peerj.com/articles/cs-103.pdf
- OA Status
- gold
- Cited By
- 1536
- References
- 85
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2417863416
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W2417863416Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.7717/peerj-cs.103Digital Object Identifier
- Title
-
SymPy: symbolic computing in PythonWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2017Year of publication
- Publication date
-
2017-01-02Full publication date if available
- Authors
-
Aaron Meurer, Christopher P. Smith, Mateusz Paprocki, Ondřej Čertı́k, Sergey B Kirpichev, Matthew Rocklin, Amit Kumar, Sergiu Ivanov, Jason K. Moore, Sartaj Singh, Thilina Rathnayake, Sean Vig, Brian Granger, Richard P. Muller, Francesco Bonazzi, Harsh Gupta, Shivam Vats, Fredrik Johansson, Fabian Pedregosa, Matthew Curry, Andy R. Terrel, Štěpán Roučka, Ashutosh Saboo, Isuru Fernando, Sumith Kulal, Robert Cimrman, Anthony ScopatzList of authors in order
- Landing page
-
https://doi.org/10.7717/peerj-cs.103Publisher landing page
- PDF URL
-
https://peerj.com/articles/cs-103.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://peerj.com/articles/cs-103.pdfDirect OA link when available
- Concepts
-
Python (programming language), Computer science, Extensibility, Symbolic computation, Architecture, Programming language, Usability, Software engineering, Operating system, Mathematics, Visual arts, Mathematical analysis, ArtTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1536Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 244, 2024: 234, 2023: 226, 2022: 217, 2021: 221Per-year citation counts (last 5 years)
- References (count)
-
85Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W2417863416 |
|---|---|
| doi | https://doi.org/10.7717/peerj-cs.103 |
| ids.doi | https://doi.org/10.7717/peerj-cs.103 |
| ids.mag | 2417863416 |
| ids.openalex | https://openalex.org/W2417863416 |
| fwci | 89.60923838 |
| type | article |
| title | SymPy: symbolic computing in Python |
| awards[0].id | https://openalex.org/G4844714250 |
| awards[0].funder_id | https://openalex.org/F4320338304 |
| awards[0].display_name | |
| awards[0].funder_award_id | No. DE-AC52-06NA25396 |
| awards[0].funder_display_name | Los Alamos National Laboratory |
| biblio.issue | |
| biblio.volume | 3 |
| biblio.last_page | e103 |
| biblio.first_page | e103 |
| topics[0].id | https://openalex.org/T13650 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 0.9948999881744385 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1702 |
| topics[0].subfield.display_name | Artificial Intelligence |
| topics[0].display_name | Computational Physics and Python Applications |
| topics[1].id | https://openalex.org/T10054 |
| topics[1].field.id | https://openalex.org/fields/17 |
| topics[1].field.display_name | Computer Science |
| topics[1].score | 0.9926999807357788 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1708 |
| topics[1].subfield.display_name | Hardware and Architecture |
| topics[1].display_name | Parallel Computing and Optimization Techniques |
| topics[2].id | https://openalex.org/T11697 |
| topics[2].field.id | https://openalex.org/fields/17 |
| topics[2].field.display_name | Computer Science |
| topics[2].score | 0.9821000099182129 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1703 |
| topics[2].subfield.display_name | Computational Theory and Mathematics |
| topics[2].display_name | Numerical Methods and Algorithms |
| funders[0].id | https://openalex.org/F4320338291 |
| funders[0].ror | https://ror.org/01apwpt12 |
| funders[0].display_name | Sandia National Laboratories |
| funders[1].id | https://openalex.org/F4320338304 |
| funders[1].ror | https://ror.org/01e41cf67 |
| funders[1].display_name | Los Alamos National Laboratory |
| is_xpac | False |
| apc_list.value | 1395 |
| apc_list.currency | USD |
| apc_list.value_usd | 1395 |
| apc_paid.value | 1395 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 1395 |
| concepts[0].id | https://openalex.org/C519991488 |
| concepts[0].level | 2 |
| concepts[0].score | 0.9397624731063843 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q28865 |
| concepts[0].display_name | Python (programming language) |
| concepts[1].id | https://openalex.org/C41008148 |
| concepts[1].level | 0 |
| concepts[1].score | 0.7634594440460205 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[1].display_name | Computer science |
| concepts[2].id | https://openalex.org/C32833848 |
| concepts[2].level | 2 |
| concepts[2].score | 0.7162312269210815 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q4115054 |
| concepts[2].display_name | Extensibility |
| concepts[3].id | https://openalex.org/C110812573 |
| concepts[3].level | 2 |
| concepts[3].score | 0.6905293464660645 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q175515 |
| concepts[3].display_name | Symbolic computation |
| concepts[4].id | https://openalex.org/C123657996 |
| concepts[4].level | 2 |
| concepts[4].score | 0.6619514226913452 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q12271 |
| concepts[4].display_name | Architecture |
| concepts[5].id | https://openalex.org/C199360897 |
| concepts[5].level | 1 |
| concepts[5].score | 0.6099469661712646 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q9143 |
| concepts[5].display_name | Programming language |
| concepts[6].id | https://openalex.org/C170130773 |
| concepts[6].level | 2 |
| concepts[6].score | 0.42209887504577637 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q216378 |
| concepts[6].display_name | Usability |
| concepts[7].id | https://openalex.org/C115903868 |
| concepts[7].level | 1 |
| concepts[7].score | 0.39042454957962036 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q80993 |
| concepts[7].display_name | Software engineering |
| concepts[8].id | https://openalex.org/C111919701 |
| concepts[8].level | 1 |
| concepts[8].score | 0.15452322363853455 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q9135 |
| concepts[8].display_name | Operating system |
| concepts[9].id | https://openalex.org/C33923547 |
| concepts[9].level | 0 |
| concepts[9].score | 0.06523609161376953 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q395 |
| concepts[9].display_name | Mathematics |
| concepts[10].id | https://openalex.org/C153349607 |
| concepts[10].level | 1 |
| concepts[10].score | 0.0 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q36649 |
| concepts[10].display_name | Visual arts |
| 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/C142362112 |
| concepts[12].level | 0 |
| concepts[12].score | 0.0 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q735 |
| concepts[12].display_name | Art |
| keywords[0].id | https://openalex.org/keywords/python |
| keywords[0].score | 0.9397624731063843 |
| keywords[0].display_name | Python (programming language) |
| keywords[1].id | https://openalex.org/keywords/computer-science |
| keywords[1].score | 0.7634594440460205 |
| keywords[1].display_name | Computer science |
| keywords[2].id | https://openalex.org/keywords/extensibility |
| keywords[2].score | 0.7162312269210815 |
| keywords[2].display_name | Extensibility |
| keywords[3].id | https://openalex.org/keywords/symbolic-computation |
| keywords[3].score | 0.6905293464660645 |
| keywords[3].display_name | Symbolic computation |
| keywords[4].id | https://openalex.org/keywords/architecture |
| keywords[4].score | 0.6619514226913452 |
| keywords[4].display_name | Architecture |
| keywords[5].id | https://openalex.org/keywords/programming-language |
| keywords[5].score | 0.6099469661712646 |
| keywords[5].display_name | Programming language |
| keywords[6].id | https://openalex.org/keywords/usability |
| keywords[6].score | 0.42209887504577637 |
| keywords[6].display_name | Usability |
| keywords[7].id | https://openalex.org/keywords/software-engineering |
| keywords[7].score | 0.39042454957962036 |
| keywords[7].display_name | Software engineering |
| keywords[8].id | https://openalex.org/keywords/operating-system |
| keywords[8].score | 0.15452322363853455 |
| keywords[8].display_name | Operating system |
| keywords[9].id | https://openalex.org/keywords/mathematics |
| keywords[9].score | 0.06523609161376953 |
| keywords[9].display_name | Mathematics |
| language | en |
| locations[0].id | doi:10.7717/peerj-cs.103 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4210178049 |
| locations[0].source.issn | 2376-5992 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2376-5992 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | PeerJ Computer Science |
| locations[0].source.host_organization | https://openalex.org/P4310320104 |
| locations[0].source.host_organization_name | PeerJ, Inc. |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320104 |
| locations[0].source.host_organization_lineage_names | PeerJ, Inc. |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://peerj.com/articles/cs-103.pdf |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | PeerJ Computer Science |
| locations[0].landing_page_url | https://doi.org/10.7717/peerj-cs.103 |
| locations[1].id | pmh:oai:HAL:hal-01645958v1 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306402512 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | HAL (Le Centre pour la Communication Scientifique Directe) |
| locations[1].source.host_organization | https://openalex.org/I1294671590 |
| locations[1].source.host_organization_name | Centre National de la Recherche Scientifique |
| locations[1].source.host_organization_lineage | https://openalex.org/I1294671590 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | submittedVersion |
| locations[1].raw_type | Journal articles |
| locations[1].license_id | |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | PeerJ Comput.Sci., 2017, 3, pp.e103. ⟨10.7717/peerj-cs.103⟩ |
| locations[1].landing_page_url | https://hal.science/hal-01645958 |
| locations[2].id | pmh:oai:doaj.org/article:8edd19d7644a4c829de99840adfe1f52 |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S4306401280 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[2].source.host_organization | |
| locations[2].source.host_organization_name | |
| locations[2].license | cc-by-sa |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | article |
| locations[2].license_id | https://openalex.org/licenses/cc-by-sa |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | PeerJ Computer Science, Vol 3, p e103 (2017) |
| locations[2].landing_page_url | https://doaj.org/article/8edd19d7644a4c829de99840adfe1f52 |
| locations[3].id | pmh:oai:dspace5.zcu.cz:11025/29246 |
| locations[3].is_oa | False |
| locations[3].source.id | https://openalex.org/S4306400586 |
| locations[3].source.issn | |
| locations[3].source.type | repository |
| locations[3].source.is_oa | False |
| locations[3].source.issn_l | |
| locations[3].source.is_core | False |
| locations[3].source.is_in_doaj | False |
| locations[3].source.display_name | Digital Library (University of West Bohemia) |
| locations[3].source.host_organization | https://openalex.org/I92715842 |
| locations[3].source.host_organization_name | University of West Bohemia |
| locations[3].source.host_organization_lineage | https://openalex.org/I92715842 |
| locations[3].license | |
| locations[3].pdf_url | |
| locations[3].version | submittedVersion |
| locations[3].raw_type | článek |
| locations[3].license_id | |
| locations[3].is_accepted | False |
| locations[3].is_published | False |
| locations[3].raw_source_name | |
| locations[3].landing_page_url | http://hdl.handle.net/11025/29246 |
| locations[4].id | pmh:oai:osti.gov:1325159 |
| locations[4].is_oa | True |
| locations[4].source.id | https://openalex.org/S4306402487 |
| locations[4].source.issn | |
| locations[4].source.type | repository |
| locations[4].source.is_oa | False |
| locations[4].source.issn_l | |
| locations[4].source.is_core | False |
| locations[4].source.is_in_doaj | False |
| locations[4].source.display_name | OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) |
| locations[4].source.host_organization | https://openalex.org/I139351228 |
| locations[4].source.host_organization_name | Office of Scientific and Technical Information |
| locations[4].source.host_organization_lineage | https://openalex.org/I139351228 |
| locations[4].license | |
| locations[4].pdf_url | |
| locations[4].version | submittedVersion |
| locations[4].raw_type | |
| locations[4].license_id | |
| locations[4].is_accepted | False |
| locations[4].is_published | False |
| locations[4].raw_source_name | |
| locations[4].landing_page_url | https://www.osti.gov/biblio/1325159 |
| locations[5].id | pmh:oai:osti.gov:1337798 |
| locations[5].is_oa | True |
| locations[5].source.id | https://openalex.org/S4306402487 |
| locations[5].source.issn | |
| locations[5].source.type | repository |
| locations[5].source.is_oa | False |
| locations[5].source.issn_l | |
| locations[5].source.is_core | False |
| locations[5].source.is_in_doaj | False |
| locations[5].source.display_name | OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) |
| locations[5].source.host_organization | https://openalex.org/I139351228 |
| locations[5].source.host_organization_name | Office of Scientific and Technical Information |
| locations[5].source.host_organization_lineage | https://openalex.org/I139351228 |
| locations[5].license | |
| locations[5].pdf_url | |
| locations[5].version | submittedVersion |
| locations[5].raw_type | |
| locations[5].license_id | |
| locations[5].is_accepted | False |
| locations[5].is_published | False |
| locations[5].raw_source_name | |
| locations[5].landing_page_url | https://www.osti.gov/biblio/1337798 |
| locations[6].id | pmh:oai:osti.gov:1342865 |
| locations[6].is_oa | True |
| locations[6].source.id | https://openalex.org/S4306402487 |
| locations[6].source.issn | |
| locations[6].source.type | repository |
| locations[6].source.is_oa | False |
| locations[6].source.issn_l | |
| locations[6].source.is_core | False |
| locations[6].source.is_in_doaj | False |
| locations[6].source.display_name | OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) |
| locations[6].source.host_organization | https://openalex.org/I139351228 |
| locations[6].source.host_organization_name | Office of Scientific and Technical Information |
| locations[6].source.host_organization_lineage | https://openalex.org/I139351228 |
| locations[6].license | |
| locations[6].pdf_url | |
| locations[6].version | submittedVersion |
| locations[6].raw_type | |
| locations[6].license_id | |
| locations[6].is_accepted | False |
| locations[6].is_published | False |
| locations[6].raw_source_name | |
| locations[6].landing_page_url | https://www.osti.gov/biblio/1342865 |
| indexed_in | crossref, doaj |
| authorships[0].author.id | https://openalex.org/A5043772422 |
| authorships[0].author.orcid | https://orcid.org/0000-0003-3501-7841 |
| authorships[0].author.display_name | Aaron Meurer |
| authorships[0].countries | US |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I155781252 |
| authorships[0].affiliations[0].raw_affiliation_string | Department of Mechanical Engineering, University of South Carolina, Columbia, SC, United States |
| authorships[0].institutions[0].id | https://openalex.org/I155781252 |
| authorships[0].institutions[0].ror | https://ror.org/02b6qw903 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I155781252 |
| authorships[0].institutions[0].country_code | US |
| authorships[0].institutions[0].display_name | University of South Carolina |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Aaron Meurer |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Department of Mechanical Engineering, University of South Carolina, Columbia, SC, United States |
| authorships[1].author.id | https://openalex.org/A5023840087 |
| authorships[1].author.orcid | https://orcid.org/0000-0003-1615-0962 |
| authorships[1].author.display_name | Christopher P. Smith |
| authorships[1].affiliations[0].raw_affiliation_string | Polar Semiconductor, Inc., Bloomington, MN, United States |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Christopher P. Smith |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Polar Semiconductor, Inc., Bloomington, MN, United States |
| authorships[2].author.id | https://openalex.org/A5034769433 |
| authorships[2].author.orcid | |
| authorships[2].author.display_name | Mateusz Paprocki |
| authorships[2].affiliations[0].raw_affiliation_string | Continuum Analytics, Inc., Austin, TX, United States |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Mateusz Paprocki |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Continuum Analytics, Inc., Austin, TX, United States |
| authorships[3].author.id | https://openalex.org/A5052519890 |
| authorships[3].author.orcid | https://orcid.org/0000-0003-3968-3614 |
| authorships[3].author.display_name | Ondřej Čertı́k |
| authorships[3].countries | US |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I1343871089 |
| authorships[3].affiliations[0].raw_affiliation_string | Los Alamos National Laboratory, Los Alamos, NM, United States |
| authorships[3].institutions[0].id | https://openalex.org/I1343871089 |
| authorships[3].institutions[0].ror | https://ror.org/01e41cf67 |
| authorships[3].institutions[0].type | facility |
| authorships[3].institutions[0].lineage | https://openalex.org/I1330989302, https://openalex.org/I1343871089, https://openalex.org/I198811213, https://openalex.org/I4210120050 |
| authorships[3].institutions[0].country_code | US |
| authorships[3].institutions[0].display_name | Los Alamos National Laboratory |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Ondřej Čertík |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Los Alamos National Laboratory, Los Alamos, NM, United States |
| authorships[4].author.id | https://openalex.org/A5046054243 |
| authorships[4].author.orcid | |
| authorships[4].author.display_name | Sergey B Kirpichev |
| authorships[4].countries | RU |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I19880235 |
| authorships[4].affiliations[0].raw_affiliation_string | Faculty of Physics, Moscow State University, Moscow, Russia |
| authorships[4].institutions[0].id | https://openalex.org/I19880235 |
| authorships[4].institutions[0].ror | https://ror.org/010pmpe69 |
| authorships[4].institutions[0].type | education |
| authorships[4].institutions[0].lineage | https://openalex.org/I19880235 |
| authorships[4].institutions[0].country_code | RU |
| authorships[4].institutions[0].display_name | Lomonosov Moscow State University |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Sergey B. Kirpichev |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Faculty of Physics, Moscow State University, Moscow, Russia |
| authorships[5].author.id | https://openalex.org/A5018780923 |
| authorships[5].author.orcid | |
| authorships[5].author.display_name | Matthew Rocklin |
| authorships[5].affiliations[0].raw_affiliation_string | Continuum Analytics, Inc., Austin, TX, United States |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Matthew Rocklin |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Continuum Analytics, Inc., Austin, TX, United States |
| authorships[6].author.id | https://openalex.org/A5062156010 |
| authorships[6].author.orcid | https://orcid.org/0000-0002-4870-9436 |
| authorships[6].author.display_name | Amit Kumar |
| authorships[6].countries | IN |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I863896202 |
| authorships[6].affiliations[0].raw_affiliation_string | Department of Applied Mathematics, Delhi Technological University, New Delhi, India |
| authorships[6].institutions[0].id | https://openalex.org/I863896202 |
| authorships[6].institutions[0].ror | https://ror.org/01ztcvt22 |
| authorships[6].institutions[0].type | education |
| authorships[6].institutions[0].lineage | https://openalex.org/I863896202 |
| authorships[6].institutions[0].country_code | IN |
| authorships[6].institutions[0].display_name | Delhi Technological University |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | AMiT Kumar |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Department of Applied Mathematics, Delhi Technological University, New Delhi, India |
| authorships[7].author.id | https://openalex.org/A5101541724 |
| authorships[7].author.orcid | https://orcid.org/0000-0002-8653-3814 |
| authorships[7].author.display_name | Sergiu Ivanov |
| authorships[7].countries | FR |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I197681013 |
| authorships[7].affiliations[0].raw_affiliation_string | Université Paris Est Créteil, Créteil, France |
| authorships[7].institutions[0].id | https://openalex.org/I197681013 |
| authorships[7].institutions[0].ror | https://ror.org/05ggc9x40 |
| authorships[7].institutions[0].type | education |
| authorships[7].institutions[0].lineage | https://openalex.org/I197681013 |
| authorships[7].institutions[0].country_code | FR |
| authorships[7].institutions[0].display_name | Université Paris-Est Créteil |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Sergiu Ivanov |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Université Paris Est Créteil, Créteil, France |
| authorships[8].author.id | https://openalex.org/A5063362011 |
| authorships[8].author.orcid | https://orcid.org/0000-0002-8698-6143 |
| authorships[8].author.display_name | Jason K. Moore |
| authorships[8].countries | US |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I84218800 |
| authorships[8].affiliations[0].raw_affiliation_string | Mechanical and Aerospace Engineering, University of California, Davis, CA, United States |
| authorships[8].institutions[0].id | https://openalex.org/I84218800 |
| authorships[8].institutions[0].ror | https://ror.org/05rrcem69 |
| authorships[8].institutions[0].type | education |
| authorships[8].institutions[0].lineage | https://openalex.org/I84218800 |
| authorships[8].institutions[0].country_code | US |
| authorships[8].institutions[0].display_name | University of California, Davis |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Jason K. Moore |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Mechanical and Aerospace Engineering, University of California, Davis, CA, United States |
| authorships[9].author.id | https://openalex.org/A5041775920 |
| authorships[9].author.orcid | |
| authorships[9].author.display_name | Sartaj Singh |
| authorships[9].countries | IN |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I56404289, https://openalex.org/I91357014 |
| authorships[9].affiliations[0].raw_affiliation_string | Mathematical Sciences, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India |
| authorships[9].institutions[0].id | https://openalex.org/I91357014 |
| authorships[9].institutions[0].ror | https://ror.org/04cdn2797 |
| authorships[9].institutions[0].type | education |
| authorships[9].institutions[0].lineage | https://openalex.org/I91357014 |
| authorships[9].institutions[0].country_code | IN |
| authorships[9].institutions[0].display_name | Banaras Hindu University |
| authorships[9].institutions[1].id | https://openalex.org/I56404289 |
| authorships[9].institutions[1].ror | https://ror.org/01kh5gc44 |
| authorships[9].institutions[1].type | education |
| authorships[9].institutions[1].lineage | https://openalex.org/I56404289 |
| authorships[9].institutions[1].country_code | IN |
| authorships[9].institutions[1].display_name | Indian Institute of Technology BHU |
| authorships[9].author_position | middle |
| authorships[9].raw_author_name | Sartaj Singh |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | Mathematical Sciences, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India |
| authorships[10].author.id | https://openalex.org/A5112284344 |
| authorships[10].author.orcid | |
| authorships[10].author.display_name | Thilina Rathnayake |
| authorships[10].countries | LK |
| authorships[10].affiliations[0].institution_ids | https://openalex.org/I195740183 |
| authorships[10].affiliations[0].raw_affiliation_string | Department of Computer Science and Engineering, University of Moratuwa, Katubedda, Moratuwa, Sri Lanka |
| authorships[10].institutions[0].id | https://openalex.org/I195740183 |
| authorships[10].institutions[0].ror | https://ror.org/0491f5305 |
| authorships[10].institutions[0].type | education |
| authorships[10].institutions[0].lineage | https://openalex.org/I195740183 |
| authorships[10].institutions[0].country_code | LK |
| authorships[10].institutions[0].display_name | University of Moratuwa |
| authorships[10].author_position | middle |
| authorships[10].raw_author_name | Thilina Rathnayake |
| authorships[10].is_corresponding | False |
| authorships[10].raw_affiliation_strings | Department of Computer Science and Engineering, University of Moratuwa, Katubedda, Moratuwa, Sri Lanka |
| authorships[11].author.id | https://openalex.org/A5065924214 |
| authorships[11].author.orcid | https://orcid.org/0000-0001-6083-2130 |
| authorships[11].author.display_name | Sean Vig |
| authorships[11].countries | US |
| authorships[11].affiliations[0].institution_ids | https://openalex.org/I157725225 |
| authorships[11].affiliations[0].raw_affiliation_string | University of Illinois at Urbana-Champaign, Urbana, IL, United States |
| authorships[11].institutions[0].id | https://openalex.org/I157725225 |
| authorships[11].institutions[0].ror | https://ror.org/047426m28 |
| authorships[11].institutions[0].type | education |
| authorships[11].institutions[0].lineage | https://openalex.org/I157725225 |
| authorships[11].institutions[0].country_code | US |
| authorships[11].institutions[0].display_name | University of Illinois Urbana-Champaign |
| authorships[11].author_position | middle |
| authorships[11].raw_author_name | Sean Vig |
| authorships[11].is_corresponding | False |
| authorships[11].raw_affiliation_strings | University of Illinois at Urbana-Champaign, Urbana, IL, United States |
| authorships[12].author.id | https://openalex.org/A5034549465 |
| authorships[12].author.orcid | https://orcid.org/0000-0002-5223-6168 |
| authorships[12].author.display_name | Brian Granger |
| authorships[12].countries | US |
| authorships[12].affiliations[0].institution_ids | https://openalex.org/I149919469 |
| authorships[12].affiliations[0].raw_affiliation_string | California Polytechnic State University, San Luis Obispo, CA, United States |
| authorships[12].institutions[0].id | https://openalex.org/I149919469 |
| authorships[12].institutions[0].ror | https://ror.org/001gpfp45 |
| authorships[12].institutions[0].type | education |
| authorships[12].institutions[0].lineage | https://openalex.org/I149919469 |
| authorships[12].institutions[0].country_code | US |
| authorships[12].institutions[0].display_name | California Polytechnic State University |
| authorships[12].author_position | middle |
| authorships[12].raw_author_name | Brian E. Granger |
| authorships[12].is_corresponding | False |
| authorships[12].raw_affiliation_strings | California Polytechnic State University, San Luis Obispo, CA, United States |
| authorships[13].author.id | https://openalex.org/A5029423543 |
| authorships[13].author.orcid | https://orcid.org/0000-0002-1649-7838 |
| authorships[13].author.display_name | Richard P. Muller |
| authorships[13].countries | US |
| authorships[13].affiliations[0].institution_ids | https://openalex.org/I4210104735 |
| authorships[13].affiliations[0].raw_affiliation_string | Center for Computing Research, Sandia National Laboratories, Albuquerque, NM, United States |
| authorships[13].institutions[0].id | https://openalex.org/I4210104735 |
| authorships[13].institutions[0].ror | https://ror.org/01apwpt12 |
| authorships[13].institutions[0].type | facility |
| authorships[13].institutions[0].lineage | https://openalex.org/I1330989302, https://openalex.org/I198811213, https://openalex.org/I4210104735 |
| authorships[13].institutions[0].country_code | US |
| authorships[13].institutions[0].display_name | Sandia National Laboratories |
| authorships[13].author_position | middle |
| authorships[13].raw_author_name | Richard P. Muller |
| authorships[13].is_corresponding | False |
| authorships[13].raw_affiliation_strings | Center for Computing Research, Sandia National Laboratories, Albuquerque, NM, United States |
| authorships[14].author.id | https://openalex.org/A5023152558 |
| authorships[14].author.orcid | |
| authorships[14].author.display_name | Francesco Bonazzi |
| authorships[14].countries | DE |
| authorships[14].affiliations[0].institution_ids | https://openalex.org/I4210092306 |
| authorships[14].affiliations[0].raw_affiliation_string | Department of Theory and Bio-Systems, Max Planck Institute of Colloids and Interfaces, Potsdam, Germany |
| authorships[14].institutions[0].id | https://openalex.org/I4210092306 |
| authorships[14].institutions[0].ror | https://ror.org/00pwgnh47 |
| authorships[14].institutions[0].type | facility |
| authorships[14].institutions[0].lineage | https://openalex.org/I149899117, https://openalex.org/I4210092306 |
| authorships[14].institutions[0].country_code | DE |
| authorships[14].institutions[0].display_name | Max Planck Institute of Colloids and Interfaces |
| authorships[14].author_position | middle |
| authorships[14].raw_author_name | Francesco Bonazzi |
| authorships[14].is_corresponding | False |
| authorships[14].raw_affiliation_strings | Department of Theory and Bio-Systems, Max Planck Institute of Colloids and Interfaces, Potsdam, Germany |
| authorships[15].author.id | https://openalex.org/A5029706579 |
| authorships[15].author.orcid | https://orcid.org/0000-0003-4667-3377 |
| authorships[15].author.display_name | Harsh Gupta |
| authorships[15].countries | IN |
| authorships[15].affiliations[0].institution_ids | https://openalex.org/I145894827 |
| authorships[15].affiliations[0].raw_affiliation_string | Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India |
| authorships[15].institutions[0].id | https://openalex.org/I145894827 |
| authorships[15].institutions[0].ror | https://ror.org/03w5sq511 |
| authorships[15].institutions[0].type | education |
| authorships[15].institutions[0].lineage | https://openalex.org/I145894827 |
| authorships[15].institutions[0].country_code | IN |
| authorships[15].institutions[0].display_name | Indian Institute of Technology Kharagpur |
| authorships[15].author_position | middle |
| authorships[15].raw_author_name | Harsh Gupta |
| authorships[15].is_corresponding | False |
| authorships[15].raw_affiliation_strings | Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India |
| authorships[16].author.id | https://openalex.org/A5072029596 |
| authorships[16].author.orcid | |
| authorships[16].author.display_name | Shivam Vats |
| authorships[16].countries | IN |
| authorships[16].affiliations[0].institution_ids | https://openalex.org/I145894827 |
| authorships[16].affiliations[0].raw_affiliation_string | Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India |
| authorships[16].institutions[0].id | https://openalex.org/I145894827 |
| authorships[16].institutions[0].ror | https://ror.org/03w5sq511 |
| authorships[16].institutions[0].type | education |
| authorships[16].institutions[0].lineage | https://openalex.org/I145894827 |
| authorships[16].institutions[0].country_code | IN |
| authorships[16].institutions[0].display_name | Indian Institute of Technology Kharagpur |
| authorships[16].author_position | middle |
| authorships[16].raw_author_name | Shivam Vats |
| authorships[16].is_corresponding | False |
| authorships[16].raw_affiliation_strings | Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India |
| authorships[17].author.id | https://openalex.org/A5049528659 |
| authorships[17].author.orcid | https://orcid.org/0000-0002-4323-3715 |
| authorships[17].author.display_name | Fredrik Johansson |
| authorships[17].countries | FR |
| authorships[17].affiliations[0].institution_ids | https://openalex.org/I1326498283, https://openalex.org/I4210131512 |
| authorships[17].affiliations[0].raw_affiliation_string | INRIA Bordeaux-Sud-Ouest—LFANT project-team, Talence, France |
| authorships[17].institutions[0].id | https://openalex.org/I4210131512 |
| authorships[17].institutions[0].ror | https://ror.org/03tjcj052 |
| authorships[17].institutions[0].type | government |
| authorships[17].institutions[0].lineage | https://openalex.org/I1326498283, https://openalex.org/I4210131512 |
| authorships[17].institutions[0].country_code | FR |
| authorships[17].institutions[0].display_name | Centre de Recherche Inria Bordeaux - Sud-Ouest |
| authorships[17].institutions[1].id | https://openalex.org/I1326498283 |
| authorships[17].institutions[1].ror | https://ror.org/02kvxyf05 |
| authorships[17].institutions[1].type | government |
| authorships[17].institutions[1].lineage | https://openalex.org/I1326498283 |
| authorships[17].institutions[1].country_code | FR |
| authorships[17].institutions[1].display_name | Institut national de recherche en sciences et technologies du numérique |
| authorships[17].author_position | middle |
| authorships[17].raw_author_name | Fredrik Johansson |
| authorships[17].is_corresponding | False |
| authorships[17].raw_affiliation_strings | INRIA Bordeaux-Sud-Ouest—LFANT project-team, Talence, France |
| authorships[18].author.id | https://openalex.org/A5108143968 |
| authorships[18].author.orcid | |
| authorships[18].author.display_name | Fabian Pedregosa |
| authorships[18].countries | FR |
| authorships[18].affiliations[0].institution_ids | https://openalex.org/I1326498283 |
| authorships[18].affiliations[0].raw_affiliation_string | INRIA—SIERRA project-team, Paris, France |
| authorships[18].institutions[0].id | https://openalex.org/I1326498283 |
| authorships[18].institutions[0].ror | https://ror.org/02kvxyf05 |
| authorships[18].institutions[0].type | government |
| authorships[18].institutions[0].lineage | https://openalex.org/I1326498283 |
| authorships[18].institutions[0].country_code | FR |
| authorships[18].institutions[0].display_name | Institut national de recherche en sciences et technologies du numérique |
| authorships[18].author_position | middle |
| authorships[18].raw_author_name | Fabian Pedregosa |
| authorships[18].is_corresponding | False |
| authorships[18].raw_affiliation_strings | INRIA—SIERRA project-team, Paris, France |
| authorships[19].author.id | https://openalex.org/A5042187124 |
| authorships[19].author.orcid | https://orcid.org/0000-0001-9352-5727 |
| authorships[19].author.display_name | Matthew Curry |
| authorships[19].countries | US |
| authorships[19].affiliations[0].institution_ids | https://openalex.org/I4210104735 |
| authorships[19].affiliations[0].raw_affiliation_string | Sandia National Laboratories, Albuquerque, NM, United States |
| authorships[19].affiliations[1].institution_ids | https://openalex.org/I169521973 |
| authorships[19].affiliations[1].raw_affiliation_string | Department of Physics and Astronomy, University of New Mexico, Albuquerque, NM, United States |
| authorships[19].affiliations[2].institution_ids | https://openalex.org/I169521973 |
| authorships[19].affiliations[2].raw_affiliation_string | Center for Quantum Information and Control, University of New Mexico, Albuquerque, NM, United States |
| authorships[19].institutions[0].id | https://openalex.org/I4210104735 |
| authorships[19].institutions[0].ror | https://ror.org/01apwpt12 |
| authorships[19].institutions[0].type | facility |
| authorships[19].institutions[0].lineage | https://openalex.org/I1330989302, https://openalex.org/I198811213, https://openalex.org/I4210104735 |
| authorships[19].institutions[0].country_code | US |
| authorships[19].institutions[0].display_name | Sandia National Laboratories |
| authorships[19].institutions[1].id | https://openalex.org/I169521973 |
| authorships[19].institutions[1].ror | https://ror.org/05fs6jp91 |
| authorships[19].institutions[1].type | education |
| authorships[19].institutions[1].lineage | https://openalex.org/I169521973 |
| authorships[19].institutions[1].country_code | US |
| authorships[19].institutions[1].display_name | University of New Mexico |
| authorships[19].author_position | middle |
| authorships[19].raw_author_name | Matthew J. Curry |
| authorships[19].is_corresponding | False |
| authorships[19].raw_affiliation_strings | Center for Quantum Information and Control, University of New Mexico, Albuquerque, NM, United States, Department of Physics and Astronomy, University of New Mexico, Albuquerque, NM, United States, Sandia National Laboratories, Albuquerque, NM, United States |
| authorships[20].author.id | https://openalex.org/A5084088636 |
| authorships[20].author.orcid | https://orcid.org/0000-0003-3630-1094 |
| authorships[20].author.display_name | Andy R. Terrel |
| authorships[20].countries | US |
| authorships[20].affiliations[0].institution_ids | https://openalex.org/I4210088850 |
| authorships[20].affiliations[0].raw_affiliation_string | NumFOCUS, Austin, TX, United States |
| authorships[20].affiliations[1].institution_ids | https://openalex.org/I4210140397 |
| authorships[20].affiliations[1].raw_affiliation_string | Fashion Metric, Inc, Austin, TX, United States |
| authorships[20].institutions[0].id | https://openalex.org/I4210140397 |
| authorships[20].institutions[0].ror | https://ror.org/031ffw737 |
| authorships[20].institutions[0].type | company |
| authorships[20].institutions[0].lineage | https://openalex.org/I4210140397 |
| authorships[20].institutions[0].country_code | US |
| authorships[20].institutions[0].display_name | Metrica (United States) |
| authorships[20].institutions[1].id | https://openalex.org/I4210088850 |
| authorships[20].institutions[1].ror | https://ror.org/004eyxv41 |
| authorships[20].institutions[1].type | nonprofit |
| authorships[20].institutions[1].lineage | https://openalex.org/I4210088850 |
| authorships[20].institutions[1].country_code | US |
| authorships[20].institutions[1].display_name | NumFOCUS |
| authorships[20].author_position | middle |
| authorships[20].raw_author_name | Andy R. Terrel |
| authorships[20].is_corresponding | False |
| authorships[20].raw_affiliation_strings | Fashion Metric, Inc, Austin, TX, United States, NumFOCUS, Austin, TX, United States |
| authorships[21].author.id | https://openalex.org/A5037848119 |
| authorships[21].author.orcid | https://orcid.org/0000-0002-2419-946X |
| authorships[21].author.display_name | Štěpán Roučka |
| authorships[21].countries | CZ |
| authorships[21].affiliations[0].institution_ids | https://openalex.org/I21250087 |
| authorships[21].affiliations[0].raw_affiliation_string | Department of Surface and Plasma Science, Faculty of Mathematics and Physics, Charles University in Prague, Praha, Czech Republic |
| authorships[21].institutions[0].id | https://openalex.org/I21250087 |
| authorships[21].institutions[0].ror | https://ror.org/024d6js02 |
| authorships[21].institutions[0].type | education |
| authorships[21].institutions[0].lineage | https://openalex.org/I21250087 |
| authorships[21].institutions[0].country_code | CZ |
| authorships[21].institutions[0].display_name | Charles University |
| authorships[21].author_position | middle |
| authorships[21].raw_author_name | Štěpán Roučka |
| authorships[21].is_corresponding | False |
| authorships[21].raw_affiliation_strings | Department of Surface and Plasma Science, Faculty of Mathematics and Physics, Charles University in Prague, Praha, Czech Republic |
| authorships[22].author.id | https://openalex.org/A5021822400 |
| authorships[22].author.orcid | |
| authorships[22].author.display_name | Ashutosh Saboo |
| authorships[22].countries | IN |
| authorships[22].affiliations[0].institution_ids | https://openalex.org/I4210148827 |
| authorships[22].affiliations[0].raw_affiliation_string | Department of Computer Science, Department of Mathematics, Birla Institute of Technology and Science, Goa, India |
| authorships[22].institutions[0].id | https://openalex.org/I4210148827 |
| authorships[22].institutions[0].ror | https://ror.org/046sh6j17 |
| authorships[22].institutions[0].type | education |
| authorships[22].institutions[0].lineage | https://openalex.org/I4210148827, https://openalex.org/I74796645 |
| authorships[22].institutions[0].country_code | IN |
| authorships[22].institutions[0].display_name | Birla Institute of Technology and Science, Pilani - Goa Campus |
| authorships[22].author_position | middle |
| authorships[22].raw_author_name | Ashutosh Saboo |
| authorships[22].is_corresponding | False |
| authorships[22].raw_affiliation_strings | Department of Computer Science, Department of Mathematics, Birla Institute of Technology and Science, Goa, India |
| authorships[23].author.id | https://openalex.org/A5037136265 |
| authorships[23].author.orcid | https://orcid.org/0000-0002-1126-5448 |
| authorships[23].author.display_name | Isuru Fernando |
| authorships[23].countries | LK |
| authorships[23].affiliations[0].institution_ids | https://openalex.org/I195740183 |
| authorships[23].affiliations[0].raw_affiliation_string | Department of Computer Science and Engineering, University of Moratuwa, Katubedda, Moratuwa, Sri Lanka |
| authorships[23].institutions[0].id | https://openalex.org/I195740183 |
| authorships[23].institutions[0].ror | https://ror.org/0491f5305 |
| authorships[23].institutions[0].type | education |
| authorships[23].institutions[0].lineage | https://openalex.org/I195740183 |
| authorships[23].institutions[0].country_code | LK |
| authorships[23].institutions[0].display_name | University of Moratuwa |
| authorships[23].author_position | middle |
| authorships[23].raw_author_name | Isuru Fernando |
| authorships[23].is_corresponding | False |
| authorships[23].raw_affiliation_strings | Department of Computer Science and Engineering, University of Moratuwa, Katubedda, Moratuwa, Sri Lanka |
| authorships[24].author.id | https://openalex.org/A5072997227 |
| authorships[24].author.orcid | |
| authorships[24].author.display_name | Sumith Kulal |
| authorships[24].countries | IN |
| authorships[24].affiliations[0].institution_ids | https://openalex.org/I162827531 |
| authorships[24].affiliations[0].raw_affiliation_string | Indian Institute of Technology Bombay, Mumbai, Maharashtra, India |
| authorships[24].institutions[0].id | https://openalex.org/I162827531 |
| authorships[24].institutions[0].ror | https://ror.org/02qyf5152 |
| authorships[24].institutions[0].type | education |
| authorships[24].institutions[0].lineage | https://openalex.org/I162827531 |
| authorships[24].institutions[0].country_code | IN |
| authorships[24].institutions[0].display_name | Indian Institute of Technology Bombay |
| authorships[24].author_position | middle |
| authorships[24].raw_author_name | Sumith Kulal |
| authorships[24].is_corresponding | False |
| authorships[24].raw_affiliation_strings | Indian Institute of Technology Bombay, Mumbai, Maharashtra, India |
| authorships[25].author.id | https://openalex.org/A5062280718 |
| authorships[25].author.orcid | https://orcid.org/0000-0002-2660-545X |
| authorships[25].author.display_name | Robert Cimrman |
| authorships[25].countries | CZ |
| authorships[25].affiliations[0].institution_ids | https://openalex.org/I92715842 |
| authorships[25].affiliations[0].raw_affiliation_string | New Technologies—Research Centre, University of West Bohemia, Plzeň, Czech Republic |
| authorships[25].institutions[0].id | https://openalex.org/I92715842 |
| authorships[25].institutions[0].ror | https://ror.org/040t43x18 |
| authorships[25].institutions[0].type | education |
| authorships[25].institutions[0].lineage | https://openalex.org/I92715842 |
| authorships[25].institutions[0].country_code | CZ |
| authorships[25].institutions[0].display_name | University of West Bohemia |
| authorships[25].author_position | middle |
| authorships[25].raw_author_name | Robert Cimrman |
| authorships[25].is_corresponding | False |
| authorships[25].raw_affiliation_strings | New Technologies—Research Centre, University of West Bohemia, Plzeň, Czech Republic |
| authorships[26].author.id | https://openalex.org/A5043772949 |
| authorships[26].author.orcid | https://orcid.org/0000-0002-4476-7153 |
| authorships[26].author.display_name | Anthony Scopatz |
| authorships[26].countries | US |
| authorships[26].affiliations[0].institution_ids | https://openalex.org/I155781252 |
| authorships[26].affiliations[0].raw_affiliation_string | Department of Mechanical Engineering, University of South Carolina, Columbia, SC, United States |
| authorships[26].institutions[0].id | https://openalex.org/I155781252 |
| authorships[26].institutions[0].ror | https://ror.org/02b6qw903 |
| authorships[26].institutions[0].type | education |
| authorships[26].institutions[0].lineage | https://openalex.org/I155781252 |
| authorships[26].institutions[0].country_code | US |
| authorships[26].institutions[0].display_name | University of South Carolina |
| authorships[26].author_position | last |
| authorships[26].raw_author_name | Anthony Scopatz |
| authorships[26].is_corresponding | False |
| authorships[26].raw_affiliation_strings | Department of Mechanical Engineering, University of South Carolina, Columbia, SC, United States |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://peerj.com/articles/cs-103.pdf |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | SymPy: symbolic computing in Python |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T13650 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 0.9948999881744385 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1702 |
| primary_topic.subfield.display_name | Artificial Intelligence |
| primary_topic.display_name | Computational Physics and Python Applications |
| related_works | https://openalex.org/W1948607442, https://openalex.org/W3004004161, https://openalex.org/W2044615423, https://openalex.org/W2341492732, https://openalex.org/W3187193180, https://openalex.org/W4247766898, https://openalex.org/W4244765761, https://openalex.org/W2361584951, https://openalex.org/W4312905343, https://openalex.org/W3110044799 |
| cited_by_count | 1536 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 244 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 234 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 226 |
| counts_by_year[3].year | 2022 |
| counts_by_year[3].cited_by_count | 217 |
| counts_by_year[4].year | 2021 |
| counts_by_year[4].cited_by_count | 221 |
| counts_by_year[5].year | 2020 |
| counts_by_year[5].cited_by_count | 149 |
| counts_by_year[6].year | 2019 |
| counts_by_year[6].cited_by_count | 122 |
| counts_by_year[7].year | 2018 |
| counts_by_year[7].cited_by_count | 86 |
| counts_by_year[8].year | 2017 |
| counts_by_year[8].cited_by_count | 34 |
| counts_by_year[9].year | 2016 |
| counts_by_year[9].cited_by_count | 3 |
| locations_count | 7 |
| best_oa_location.id | doi:10.7717/peerj-cs.103 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4210178049 |
| best_oa_location.source.issn | 2376-5992 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2376-5992 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | PeerJ Computer Science |
| best_oa_location.source.host_organization | https://openalex.org/P4310320104 |
| best_oa_location.source.host_organization_name | PeerJ, Inc. |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320104 |
| best_oa_location.source.host_organization_lineage_names | PeerJ, Inc. |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://peerj.com/articles/cs-103.pdf |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | PeerJ Computer Science |
| best_oa_location.landing_page_url | https://doi.org/10.7717/peerj-cs.103 |
| primary_location.id | doi:10.7717/peerj-cs.103 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4210178049 |
| primary_location.source.issn | 2376-5992 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2376-5992 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | PeerJ Computer Science |
| primary_location.source.host_organization | https://openalex.org/P4310320104 |
| primary_location.source.host_organization_name | PeerJ, Inc. |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320104 |
| primary_location.source.host_organization_lineage_names | PeerJ, Inc. |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://peerj.com/articles/cs-103.pdf |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | PeerJ Computer Science |
| primary_location.landing_page_url | https://doi.org/10.7717/peerj-cs.103 |
| publication_date | 2017-01-02 |
| publication_year | 2017 |
| referenced_works | https://openalex.org/W6633613377, https://openalex.org/W2137946669, https://openalex.org/W6637231211, https://openalex.org/W6636191382, https://openalex.org/W6657279282, https://openalex.org/W6659868049, https://openalex.org/W6675384217, https://openalex.org/W399541820, https://openalex.org/W6640157722, https://openalex.org/W2128687423, https://openalex.org/W1969213662, https://openalex.org/W2030026472, https://openalex.org/W6650915582, https://openalex.org/W2169004268, https://openalex.org/W2153531485, https://openalex.org/W6715156958, https://openalex.org/W2011301426, https://openalex.org/W6755573740, https://openalex.org/W6773842061, https://openalex.org/W6633254314, https://openalex.org/W6982728064, https://openalex.org/W6684461477, https://openalex.org/W4214892831, https://openalex.org/W2110114082, https://openalex.org/W2129206697, https://openalex.org/W2061939373, https://openalex.org/W2076617870, https://openalex.org/W3022734214, https://openalex.org/W6648129948, https://openalex.org/W2020763657, https://openalex.org/W6600201939, https://openalex.org/W6630045802, https://openalex.org/W6632329040, https://openalex.org/W6635383610, https://openalex.org/W2037658465, https://openalex.org/W1967087568, https://openalex.org/W6979932190, https://openalex.org/W6632150075, https://openalex.org/W3174149589, https://openalex.org/W1500256440, https://openalex.org/W2030572719, https://openalex.org/W4205728166, https://openalex.org/W1592253265, https://openalex.org/W2102954267, https://openalex.org/W2162177141, https://openalex.org/W2316961636, https://openalex.org/W2312644716, https://openalex.org/W1557098279, https://openalex.org/W2552207324, https://openalex.org/W2342341603, https://openalex.org/W1910972060, https://openalex.org/W3105959567, https://openalex.org/W2167031861, https://openalex.org/W1539406999, https://openalex.org/W2990961515, https://openalex.org/W2476848288, https://openalex.org/W1561016548, https://openalex.org/W1541162015, https://openalex.org/W2472803348, https://openalex.org/W2050149519, https://openalex.org/W1608411866, https://openalex.org/W3183988614, https://openalex.org/W2026147579, https://openalex.org/W1548392951, https://openalex.org/W3005347330, https://openalex.org/W1657347807, https://openalex.org/W1524298768, https://openalex.org/W2799004609, https://openalex.org/W2038345254, https://openalex.org/W5562857, https://openalex.org/W4285719527, https://openalex.org/W4299531296, https://openalex.org/W2067974800, https://openalex.org/W2074919599, https://openalex.org/W2621066860, https://openalex.org/W2899598218, https://openalex.org/W2004871767, https://openalex.org/W2083551778, https://openalex.org/W2026226892, https://openalex.org/W1631356911, https://openalex.org/W2002079422, https://openalex.org/W2077318760, https://openalex.org/W2037275319, https://openalex.org/W1991572266, https://openalex.org/W2413029416 |
| referenced_works_count | 85 |
| abstract_inverted_index.a | 16, 37, 53, 59 |
| abstract_inverted_index.It | 12 |
| abstract_inverted_index.an | 2 |
| abstract_inverted_index.in | 9 |
| abstract_inverted_index.is | 1, 13 |
| abstract_inverted_index.of | 22, 51, 55, 61, 74, 79 |
| abstract_inverted_index.on | 18 |
| abstract_inverted_index.to | 35 |
| abstract_inverted_index.The | 64 |
| abstract_inverted_index.and | 20, 27, 58, 70, 77 |
| abstract_inverted_index.for | 41 |
| abstract_inverted_index.its | 56 |
| abstract_inverted_index.led | 33 |
| abstract_inverted_index.the | 42, 49, 75 |
| abstract_inverted_index.This | 46 |
| abstract_inverted_index.both | 25 |
| abstract_inverted_index.ease | 21 |
| abstract_inverted_index.have | 32 |
| abstract_inverted_index.open | 3 |
| abstract_inverted_index.pure | 10 |
| abstract_inverted_index.use, | 23 |
| abstract_inverted_index.with | 15 |
| abstract_inverted_index.SymPy | 0, 34 |
| abstract_inverted_index.These | 30 |
| abstract_inverted_index.built | 14 |
| abstract_inverted_index.focus | 17 |
| abstract_inverted_index.paper | 47 |
| abstract_inverted_index.Python | 44 |
| abstract_inverted_index.SymPy, | 52 |
| abstract_inverted_index.SymPy. | 80 |
| abstract_inverted_index.become | 36 |
| abstract_inverted_index.select | 62 |
| abstract_inverted_index.source | 4 |
| abstract_inverted_index.system | 7 |
| abstract_inverted_index.Python. | 11 |
| abstract_inverted_index.algebra | 6 |
| abstract_inverted_index.details | 73 |
| abstract_inverted_index.further | 71 |
| abstract_inverted_index.library | 40 |
| abstract_inverted_index.outline | 72 |
| abstract_inverted_index.popular | 38 |
| abstract_inverted_index.provide | 67 |
| abstract_inverted_index.through | 24 |
| abstract_inverted_index.written | 8 |
| abstract_inverted_index.computer | 5 |
| abstract_inverted_index.examples | 69 |
| abstract_inverted_index.features | 78 |
| abstract_inverted_index.material | 66 |
| abstract_inverted_index.presents | 48 |
| abstract_inverted_index.symbolic | 39 |
| abstract_inverted_index.features, | 57 |
| abstract_inverted_index.additional | 68 |
| abstract_inverted_index.discussion | 60 |
| abstract_inverted_index.ecosystem. | 45 |
| abstract_inverted_index.scientific | 43 |
| abstract_inverted_index.description | 54 |
| abstract_inverted_index.interactive | 26 |
| abstract_inverted_index.submodules. | 63 |
| abstract_inverted_index.architecture | 50, 76 |
| abstract_inverted_index.programmatic | 28 |
| abstract_inverted_index.applications. | 29 |
| abstract_inverted_index.extensibility | 19 |
| abstract_inverted_index.supplementary | 65 |
| abstract_inverted_index.characteristics | 31 |
| cited_by_percentile_year.max | 100 |
| cited_by_percentile_year.min | 96 |
| countries_distinct_count | 7 |
| institutions_distinct_count | 27 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/15 |
| sustainable_development_goals[0].score | 0.6499999761581421 |
| sustainable_development_goals[0].display_name | Life in Land |
| citation_normalized_percentile.value | 0.9992066 |
| citation_normalized_percentile.is_in_top_1_percent | True |
| citation_normalized_percentile.is_in_top_10_percent | True |