Beyond storage: The expanding role of magnetism in intelligent computing Article Swipe
As traditional complementary metal–oxide–semiconductor scaling approaches its physical limits, the search for alternative computing paradigms has led to renewed interest in magnetic materials, not merely as passive memory units but also as active components in computation itself. Emerging concepts employ spin dynamics, topological magnetic textures, magneto-ionic control, or magnonics for advanced data and signal processing applications, including neuromorphic, reservoir, or quantum-inspired computing. Recent breakthroughs, such as skyrmion-based logic, antiferromagnetic spintronics, or magnon-mediated signal processing, highlight the growing potential of magnetic materials. Ideas such as stochastic magnetic neurons, magnon-based reservoirs, or voltage-controlled reconfigurability further illustrate the rapid evolution of this research area. Innovation in this field requires new interdisciplinary joint efforts in aspects such as materials discovery, device integration, and the development of robust theoretical frameworks. By integrating advances across these domains, magnetic materials are well positioned to play a central role in next-generation intelligent computing.
Related Topics
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1063/5.0283713
- OA Status
- gold
- Cited By
- 2
- References
- 37
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4411868633
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4411868633Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1063/5.0283713Digital Object Identifier
- Title
-
Beyond storage: The expanding role of magnetism in intelligent computingWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-07-01Full publication date if available
- Authors
-
Jordi SortList of authors in order
- Landing page
-
https://doi.org/10.1063/5.0283713Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1063/5.0283713Direct OA link when available
- Concepts
-
Magnetism, Materials science, Nanotechnology, Condensed matter physics, PhysicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
2Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 2Per-year citation counts (last 5 years)
- References (count)
-
37Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4411868633 |
|---|---|
| doi | https://doi.org/10.1063/5.0283713 |
| ids.doi | https://doi.org/10.1063/5.0283713 |
| ids.openalex | https://openalex.org/W4411868633 |
| fwci | 4.04313148 |
| type | article |
| title | Beyond storage: The expanding role of magnetism in intelligent computing |
| awards[0].id | https://openalex.org/G2818222462 |
| awards[0].funder_id | https://openalex.org/F4320338453 |
| awards[0].display_name | Voltage-Reconfigurable Magnetic Invisibility: A New Concept for Data Security Based on Engineered Magnetoelectric Materials |
| awards[0].funder_award_id | 101054687 |
| awards[0].funder_display_name | HORIZON EUROPE European Research Council |
| awards[1].id | https://openalex.org/G7533069773 |
| awards[1].funder_id | https://openalex.org/F4320335598 |
| awards[1].display_name | |
| awards[1].funder_award_id | PID2020-116844RB-C21 |
| awards[1].funder_display_name | Agencia Estatal de Investigación |
| awards[2].id | https://openalex.org/G3388754978 |
| awards[2].funder_id | https://openalex.org/F4320334830 |
| awards[2].display_name | |
| awards[2].funder_award_id | 2021-SGR-00651 |
| awards[2].funder_display_name | Agència de Gestió d'Ajuts Universitaris i de Recerca |
| biblio.issue | 7 |
| biblio.volume | 13 |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T10502 |
| topics[0].field.id | https://openalex.org/fields/22 |
| topics[0].field.display_name | Engineering |
| topics[0].score | 0.9998999834060669 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2208 |
| topics[0].subfield.display_name | Electrical and Electronic Engineering |
| topics[0].display_name | Advanced Memory and Neural Computing |
| topics[1].id | https://openalex.org/T12808 |
| topics[1].field.id | https://openalex.org/fields/22 |
| topics[1].field.display_name | Engineering |
| topics[1].score | 0.9993000030517578 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2208 |
| topics[1].subfield.display_name | Electrical and Electronic Engineering |
| topics[1].display_name | Ferroelectric and Negative Capacitance Devices |
| topics[2].id | https://openalex.org/T10049 |
| topics[2].field.id | https://openalex.org/fields/31 |
| topics[2].field.display_name | Physics and Astronomy |
| topics[2].score | 0.9624000191688538 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/3107 |
| topics[2].subfield.display_name | Atomic and Molecular Physics, and Optics |
| topics[2].display_name | Magnetic properties of thin films |
| funders[0].id | https://openalex.org/F4320334830 |
| funders[0].ror | https://ror.org/01n4pqe45 |
| funders[0].display_name | Agència de Gestió d'Ajuts Universitaris i de Recerca |
| funders[1].id | https://openalex.org/F4320335598 |
| funders[1].ror | |
| funders[1].display_name | Agencia Estatal de Investigación |
| funders[2].id | https://openalex.org/F4320338453 |
| funders[2].ror | |
| funders[2].display_name | HORIZON EUROPE European Research Council |
| is_xpac | False |
| apc_list.value | 2200 |
| apc_list.currency | USD |
| apc_list.value_usd | 2200 |
| apc_paid.value | 2200 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 2200 |
| concepts[0].id | https://openalex.org/C197162081 |
| concepts[0].level | 2 |
| concepts[0].score | 0.783595085144043 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q3294789 |
| concepts[0].display_name | Magnetism |
| concepts[1].id | https://openalex.org/C192562407 |
| concepts[1].level | 0 |
| concepts[1].score | 0.7354772686958313 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q228736 |
| concepts[1].display_name | Materials science |
| concepts[2].id | https://openalex.org/C171250308 |
| concepts[2].level | 1 |
| concepts[2].score | 0.36381110548973083 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q11468 |
| concepts[2].display_name | Nanotechnology |
| concepts[3].id | https://openalex.org/C26873012 |
| concepts[3].level | 1 |
| concepts[3].score | 0.3633095324039459 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q214781 |
| concepts[3].display_name | Condensed matter physics |
| concepts[4].id | https://openalex.org/C121332964 |
| concepts[4].level | 0 |
| concepts[4].score | 0.13623511791229248 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q413 |
| concepts[4].display_name | Physics |
| keywords[0].id | https://openalex.org/keywords/magnetism |
| keywords[0].score | 0.783595085144043 |
| keywords[0].display_name | Magnetism |
| keywords[1].id | https://openalex.org/keywords/materials-science |
| keywords[1].score | 0.7354772686958313 |
| keywords[1].display_name | Materials science |
| keywords[2].id | https://openalex.org/keywords/nanotechnology |
| keywords[2].score | 0.36381110548973083 |
| keywords[2].display_name | Nanotechnology |
| keywords[3].id | https://openalex.org/keywords/condensed-matter-physics |
| keywords[3].score | 0.3633095324039459 |
| keywords[3].display_name | Condensed matter physics |
| keywords[4].id | https://openalex.org/keywords/physics |
| keywords[4].score | 0.13623511791229248 |
| keywords[4].display_name | Physics |
| language | en |
| locations[0].id | doi:10.1063/5.0283713 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S150722692 |
| locations[0].source.issn | 2166-532X |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2166-532X |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | APL Materials |
| locations[0].source.host_organization | https://openalex.org/P4310320257 |
| locations[0].source.host_organization_name | American Institute of Physics |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320257 |
| locations[0].source.host_organization_lineage_names | American Institute of Physics |
| locations[0].license | cc-by |
| locations[0].pdf_url | |
| 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 | APL Materials |
| locations[0].landing_page_url | https://doi.org/10.1063/5.0283713 |
| locations[1].id | pmh:oai:doaj.org/article:1c7b4cf4885e49349a440d726c560f3b |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306401280 |
| 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 | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[1].source.host_organization | |
| locations[1].source.host_organization_name | |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | submittedVersion |
| locations[1].raw_type | article |
| locations[1].license_id | |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | APL Materials, Vol 13, Iss 7, Pp 070401-070401-5 (2025) |
| locations[1].landing_page_url | https://doaj.org/article/1c7b4cf4885e49349a440d726c560f3b |
| indexed_in | crossref, doaj |
| authorships[0].author.id | https://openalex.org/A5021308810 |
| authorships[0].author.orcid | https://orcid.org/0000-0003-1213-3639 |
| authorships[0].author.display_name | Jordi Sort |
| authorships[0].countries | ES |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I123044942 |
| authorships[0].affiliations[0].raw_affiliation_string | Departament de Física, Universitat Autònoma de Barcelona (UAB) , 08193 Bellaterra, and , Pg. Lluís Companys 23, 08010 Barcelona, |
| authorships[0].affiliations[1].institution_ids | https://openalex.org/I11932220 |
| authorships[0].affiliations[1].raw_affiliation_string | Institució Catalana de Recerca i Estudis Avançats (ICREA) , 08193 Bellaterra, and , Pg. Lluís Companys 23, 08010 Barcelona, |
| authorships[0].institutions[0].id | https://openalex.org/I11932220 |
| authorships[0].institutions[0].ror | https://ror.org/0371hy230 |
| authorships[0].institutions[0].type | nonprofit |
| authorships[0].institutions[0].lineage | https://openalex.org/I11932220 |
| authorships[0].institutions[0].country_code | ES |
| authorships[0].institutions[0].display_name | Institució Catalana de Recerca i Estudis Avançats |
| authorships[0].institutions[1].id | https://openalex.org/I123044942 |
| authorships[0].institutions[1].ror | https://ror.org/052g8jq94 |
| authorships[0].institutions[1].type | education |
| authorships[0].institutions[1].lineage | https://openalex.org/I123044942 |
| authorships[0].institutions[1].country_code | ES |
| authorships[0].institutions[1].display_name | Universitat Autònoma de Barcelona |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Jordi Sort |
| authorships[0].is_corresponding | True |
| authorships[0].raw_affiliation_strings | Departament de Física, Universitat Autònoma de Barcelona (UAB) , 08193 Bellaterra, and , Pg. Lluís Companys 23, 08010 Barcelona,, Institució Catalana de Recerca i Estudis Avançats (ICREA) , 08193 Bellaterra, and , Pg. Lluís Companys 23, 08010 Barcelona, |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.1063/5.0283713 |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Beyond storage: The expanding role of magnetism in intelligent computing |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10502 |
| primary_topic.field.id | https://openalex.org/fields/22 |
| primary_topic.field.display_name | Engineering |
| primary_topic.score | 0.9998999834060669 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2208 |
| primary_topic.subfield.display_name | Electrical and Electronic Engineering |
| primary_topic.display_name | Advanced Memory and Neural Computing |
| related_works | https://openalex.org/W2899084033, https://openalex.org/W4404995717, https://openalex.org/W2016187641, https://openalex.org/W4404725684, https://openalex.org/W4246450666, https://openalex.org/W4388998267, https://openalex.org/W4409278740, https://openalex.org/W2898370298, https://openalex.org/W4410118003, https://openalex.org/W2137437058 |
| cited_by_count | 2 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 2 |
| locations_count | 2 |
| best_oa_location.id | doi:10.1063/5.0283713 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S150722692 |
| best_oa_location.source.issn | 2166-532X |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2166-532X |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | APL Materials |
| best_oa_location.source.host_organization | https://openalex.org/P4310320257 |
| best_oa_location.source.host_organization_name | American Institute of Physics |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320257 |
| best_oa_location.source.host_organization_lineage_names | American Institute of Physics |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | |
| 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 | APL Materials |
| best_oa_location.landing_page_url | https://doi.org/10.1063/5.0283713 |
| primary_location.id | doi:10.1063/5.0283713 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S150722692 |
| primary_location.source.issn | 2166-532X |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2166-532X |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | APL Materials |
| primary_location.source.host_organization | https://openalex.org/P4310320257 |
| primary_location.source.host_organization_name | American Institute of Physics |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320257 |
| primary_location.source.host_organization_lineage_names | American Institute of Physics |
| primary_location.license | cc-by |
| primary_location.pdf_url | |
| 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 | APL Materials |
| primary_location.landing_page_url | https://doi.org/10.1063/5.0283713 |
| publication_date | 2025-07-01 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W3033308515, https://openalex.org/W2910128286, https://openalex.org/W2805362231, https://openalex.org/W3013080934, https://openalex.org/W4284888327, https://openalex.org/W4210956562, https://openalex.org/W2805243826, https://openalex.org/W3181507455, https://openalex.org/W4403733172, https://openalex.org/W4400368356, https://openalex.org/W4353020721, https://openalex.org/W4410401197, https://openalex.org/W4406103991, https://openalex.org/W3067010295, https://openalex.org/W4200597722, https://openalex.org/W4381799816, https://openalex.org/W4307492606, https://openalex.org/W4400000284, https://openalex.org/W4205530613, https://openalex.org/W4382451336, https://openalex.org/W2901859984, https://openalex.org/W2566508946, https://openalex.org/W2057875096, https://openalex.org/W1981443800, https://openalex.org/W3011883497, https://openalex.org/W1989350477, https://openalex.org/W2022891092, https://openalex.org/W4386446786, https://openalex.org/W2897957858, https://openalex.org/W2900392210, https://openalex.org/W3099329606, https://openalex.org/W4387640364, https://openalex.org/W4407962773, https://openalex.org/W2945169984, https://openalex.org/W2159746918, https://openalex.org/W3121433149, https://openalex.org/W4385699292 |
| referenced_works_count | 37 |
| abstract_inverted_index.a | 138 |
| abstract_inverted_index.As | 0 |
| abstract_inverted_index.By | 125 |
| abstract_inverted_index.as | 25, 31, 65, 83, 113 |
| abstract_inverted_index.in | 20, 34, 102, 110, 141 |
| abstract_inverted_index.of | 78, 97, 121 |
| abstract_inverted_index.or | 47, 59, 70, 89 |
| abstract_inverted_index.to | 17, 136 |
| abstract_inverted_index.and | 52, 118 |
| abstract_inverted_index.are | 133 |
| abstract_inverted_index.but | 29 |
| abstract_inverted_index.for | 11, 49 |
| abstract_inverted_index.has | 15 |
| abstract_inverted_index.its | 6 |
| abstract_inverted_index.led | 16 |
| abstract_inverted_index.new | 106 |
| abstract_inverted_index.not | 23 |
| abstract_inverted_index.the | 9, 75, 94, 119 |
| abstract_inverted_index.also | 30 |
| abstract_inverted_index.data | 51 |
| abstract_inverted_index.play | 137 |
| abstract_inverted_index.role | 140 |
| abstract_inverted_index.spin | 40 |
| abstract_inverted_index.such | 64, 82, 112 |
| abstract_inverted_index.this | 98, 103 |
| abstract_inverted_index.well | 134 |
| abstract_inverted_index.Ideas | 81 |
| abstract_inverted_index.area. | 100 |
| abstract_inverted_index.field | 104 |
| abstract_inverted_index.joint | 108 |
| abstract_inverted_index.rapid | 95 |
| abstract_inverted_index.these | 129 |
| abstract_inverted_index.units | 28 |
| abstract_inverted_index.Recent | 62 |
| abstract_inverted_index.across | 128 |
| abstract_inverted_index.active | 32 |
| abstract_inverted_index.device | 116 |
| abstract_inverted_index.employ | 39 |
| abstract_inverted_index.logic, | 67 |
| abstract_inverted_index.memory | 27 |
| abstract_inverted_index.merely | 24 |
| abstract_inverted_index.robust | 122 |
| abstract_inverted_index.search | 10 |
| abstract_inverted_index.signal | 53, 72 |
| abstract_inverted_index.aspects | 111 |
| abstract_inverted_index.central | 139 |
| abstract_inverted_index.efforts | 109 |
| abstract_inverted_index.further | 92 |
| abstract_inverted_index.growing | 76 |
| abstract_inverted_index.itself. | 36 |
| abstract_inverted_index.limits, | 8 |
| abstract_inverted_index.passive | 26 |
| abstract_inverted_index.renewed | 18 |
| abstract_inverted_index.scaling | 4 |
| abstract_inverted_index.Emerging | 37 |
| abstract_inverted_index.advanced | 50 |
| abstract_inverted_index.advances | 127 |
| abstract_inverted_index.concepts | 38 |
| abstract_inverted_index.control, | 46 |
| abstract_inverted_index.domains, | 130 |
| abstract_inverted_index.interest | 19 |
| abstract_inverted_index.magnetic | 21, 43, 79, 85, 131 |
| abstract_inverted_index.neurons, | 86 |
| abstract_inverted_index.physical | 7 |
| abstract_inverted_index.requires | 105 |
| abstract_inverted_index.research | 99 |
| abstract_inverted_index.computing | 13 |
| abstract_inverted_index.dynamics, | 41 |
| abstract_inverted_index.evolution | 96 |
| abstract_inverted_index.highlight | 74 |
| abstract_inverted_index.including | 56 |
| abstract_inverted_index.magnonics | 48 |
| abstract_inverted_index.materials | 114, 132 |
| abstract_inverted_index.paradigms | 14 |
| abstract_inverted_index.potential | 77 |
| abstract_inverted_index.textures, | 44 |
| abstract_inverted_index.Innovation | 101 |
| abstract_inverted_index.approaches | 5 |
| abstract_inverted_index.components | 33 |
| abstract_inverted_index.computing. | 61, 144 |
| abstract_inverted_index.discovery, | 115 |
| abstract_inverted_index.illustrate | 93 |
| abstract_inverted_index.materials, | 22 |
| abstract_inverted_index.materials. | 80 |
| abstract_inverted_index.positioned | 135 |
| abstract_inverted_index.processing | 54 |
| abstract_inverted_index.reservoir, | 58 |
| abstract_inverted_index.stochastic | 84 |
| abstract_inverted_index.alternative | 12 |
| abstract_inverted_index.computation | 35 |
| abstract_inverted_index.development | 120 |
| abstract_inverted_index.frameworks. | 124 |
| abstract_inverted_index.integrating | 126 |
| abstract_inverted_index.intelligent | 143 |
| abstract_inverted_index.processing, | 73 |
| abstract_inverted_index.reservoirs, | 88 |
| abstract_inverted_index.theoretical | 123 |
| abstract_inverted_index.topological | 42 |
| abstract_inverted_index.traditional | 1 |
| abstract_inverted_index.integration, | 117 |
| abstract_inverted_index.magnon-based | 87 |
| abstract_inverted_index.spintronics, | 69 |
| abstract_inverted_index.applications, | 55 |
| abstract_inverted_index.complementary | 2 |
| abstract_inverted_index.magneto-ionic | 45 |
| abstract_inverted_index.neuromorphic, | 57 |
| abstract_inverted_index.breakthroughs, | 63 |
| abstract_inverted_index.skyrmion-based | 66 |
| abstract_inverted_index.magnon-mediated | 71 |
| abstract_inverted_index.next-generation | 142 |
| abstract_inverted_index.quantum-inspired | 60 |
| abstract_inverted_index.antiferromagnetic | 68 |
| abstract_inverted_index.interdisciplinary | 107 |
| abstract_inverted_index.reconfigurability | 91 |
| abstract_inverted_index.voltage-controlled | 90 |
| abstract_inverted_index.metal–oxide–semiconductor | 3 |
| cited_by_percentile_year.max | 97 |
| cited_by_percentile_year.min | 95 |
| corresponding_author_ids | https://openalex.org/A5021308810 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 1 |
| corresponding_institution_ids | https://openalex.org/I11932220, https://openalex.org/I123044942 |
| citation_normalized_percentile.value | 0.89671016 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |