Reservoir computing with error correction: Long-term behaviors of stochastic dynamical systems Article Swipe

View

Cheng Fang , Yubin Lu , Ting Gao , Jinqiao Duan ·

YOU? · · 2023 · Open Access · · DOI: https://doi.org/10.1016/j.physd.2023.133919

Related Topics

Mathematical Analysis

Physics

Artificial Intelligence

Concepts

Attractor Dynamical systems theory Applied mathematics Stochastic differential equation Nonlinear system Computer science Dynamical system (definition) Markov chain Stochastic modelling Lorenz system Flow (mathematics) Noise (video) Term (time) Statistical physics Mathematics Mathematical optimization Mathematical analysis Physics Artificial intelligence Machine learning Quantum mechanics Statistics Image (mathematics) Geometry

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.1016/j.physd.2023.133919
OA Status: green
Cited By: 6
References: 70
Related Works: 10
OpenAlex ID: https://openalex.org/W4386880672

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4386880672

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.1016/j.physd.2023.133919

Digital Object Identifier
Title: Reservoir computing with error correction: Long-term behaviors of stochastic dynamical systems

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2023

Year of publication
Publication date: 2023-09-20

Full publication date if available
Authors: Cheng Fang, Yubin Lu, Ting Gao, Jinqiao Duan

List of authors in order
Landing page: https://doi.org/10.1016/j.physd.2023.133919

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: green

Open access status per OpenAlex
OA URL: https://www.osti.gov/biblio/2007096

Direct OA link when available
Concepts: Attractor, Dynamical systems theory, Applied mathematics, Stochastic differential equation, Nonlinear system, Computer science, Dynamical system (definition), Markov chain, Stochastic modelling, Lorenz system, Flow (mathematics), Noise (video), Term (time), Statistical physics, Mathematics, Mathematical optimization, Mathematical analysis, Physics, Artificial intelligence, Machine learning, Quantum mechanics, Statistics, Image (mathematics), Geometry

Top concepts (fields/topics) attached by OpenAlex
Cited by: 6

Total citation count in OpenAlex
Citations by year (recent): 2025: 2, 2024: 3, 2023: 1

Per-year citation counts (last 5 years)
References (count): 70

Number of works referenced by this work
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4386880672
doi	https://doi.org/10.1016/j.physd.2023.133919
ids.doi	https://doi.org/10.1016/j.physd.2023.133919
ids.openalex	https://openalex.org/W4386880672
fwci	1.53265733
type	article
title	Reservoir computing with error correction: Long-term behaviors of stochastic dynamical systems
awards[0].id	https://openalex.org/G1523838839
awards[0].funder_id	https://openalex.org/F4320306076
awards[0].display_name
awards[0].funder_award_id	USA NSF-2216926
awards[0].funder_display_name	National Science Foundation
awards[1].id	https://openalex.org/G3231898905
awards[1].funder_id	https://openalex.org/F4320306084
awards[1].display_name
awards[1].funder_award_id	USA DE-SC00222766
awards[1].funder_display_name	U.S. Department of Energy
awards[2].id	https://openalex.org/G4614612689
awards[2].funder_id	https://openalex.org/F4320335787
awards[2].display_name
awards[2].funder_award_id	5003011053
awards[2].funder_display_name	Fundamental Research Funds for the Central Universities
awards[3].id	https://openalex.org/G5288399153
awards[3].funder_id	https://openalex.org/F4320335787
awards[3].display_name
awards[3].funder_award_id	2023JYCXJJ045
awards[3].funder_display_name	Fundamental Research Funds for the Central Universities
awards[4].id	https://openalex.org/G2530745827
awards[4].funder_id	https://openalex.org/F4320335777
awards[4].display_name
awards[4].funder_award_id	2021ZD0201300
awards[4].funder_display_name	National Key Research and Development Program of China
awards[5].id	https://openalex.org/G2488712091
awards[5].funder_id	https://openalex.org/F4320321001
awards[5].display_name
awards[5].funder_award_id	12141107
awards[5].funder_display_name	National Natural Science Foundation of China
biblio.issue
biblio.volume	456
biblio.last_page	133919
biblio.first_page	133919
topics[0].id	https://openalex.org/T12611
topics[0].field.id	https://openalex.org/fields/17
topics[0].field.display_name	Computer Science
topics[0].score	0.9994999766349792
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	Neural Networks and Reservoir Computing
topics[1].id	https://openalex.org/T11206
topics[1].field.id	https://openalex.org/fields/31
topics[1].field.display_name	Physics and Astronomy
topics[1].score	0.9901999831199646
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/3109
topics[1].subfield.display_name	Statistical and Nonlinear Physics
topics[1].display_name	Model Reduction and Neural Networks
topics[2].id	https://openalex.org/T10320
topics[2].field.id	https://openalex.org/fields/17
topics[2].field.display_name	Computer Science
topics[2].score	0.9787999987602234
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/1702
topics[2].subfield.display_name	Artificial Intelligence
topics[2].display_name	Neural Networks and Applications
funders[0].id	https://openalex.org/F4320306076
funders[0].ror	https://ror.org/021nxhr62
funders[0].display_name	National Science Foundation
funders[1].id	https://openalex.org/F4320306084
funders[1].ror	https://ror.org/01bj3aw27
funders[1].display_name	U.S. Department of Energy
funders[2].id	https://openalex.org/F4320321001
funders[2].ror	https://ror.org/01h0zpd94
funders[2].display_name	National Natural Science Foundation of China
funders[3].id	https://openalex.org/F4320328119
funders[3].ror
funders[3].display_name	National University's Basic Research Foundation of China
funders[4].id	https://openalex.org/F4320335777
funders[4].ror
funders[4].display_name	National Key Research and Development Program of China
funders[5].id	https://openalex.org/F4320335787
funders[5].ror
funders[5].display_name	Fundamental Research Funds for the Central Universities
is_xpac	False
apc_list.value	3240
apc_list.currency	USD
apc_list.value_usd	3240
apc_paid
concepts[0].id	https://openalex.org/C164380108
concepts[0].level	2
concepts[0].score	0.694058895111084
concepts[0].wikidata	https://www.wikidata.org/wiki/Q507187
concepts[0].display_name	Attractor
concepts[1].id	https://openalex.org/C79379906
concepts[1].level	2
concepts[1].score	0.6806100010871887
concepts[1].wikidata	https://www.wikidata.org/wiki/Q3174497
concepts[1].display_name	Dynamical systems theory
concepts[2].id	https://openalex.org/C28826006
concepts[2].level	1
concepts[2].score	0.5494768023490906
concepts[2].wikidata	https://www.wikidata.org/wiki/Q33521
concepts[2].display_name	Applied mathematics
concepts[3].id	https://openalex.org/C51955184
concepts[3].level	2
concepts[3].score	0.5257720947265625
concepts[3].wikidata	https://www.wikidata.org/wiki/Q1545585
concepts[3].display_name	Stochastic differential equation
concepts[4].id	https://openalex.org/C158622935
concepts[4].level	2
concepts[4].score	0.5035275816917419
concepts[4].wikidata	https://www.wikidata.org/wiki/Q660848
concepts[4].display_name	Nonlinear system
concepts[5].id	https://openalex.org/C41008148
concepts[5].level	0
concepts[5].score	0.4958227574825287
concepts[5].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[5].display_name	Computer science
concepts[6].id	https://openalex.org/C33962884
concepts[6].level	3
concepts[6].score	0.48017993569374084
concepts[6].wikidata	https://www.wikidata.org/wiki/Q378637
concepts[6].display_name	Dynamical system (definition)
concepts[7].id	https://openalex.org/C98763669
concepts[7].level	2
concepts[7].score	0.47563648223876953
concepts[7].wikidata	https://www.wikidata.org/wiki/Q176645
concepts[7].display_name	Markov chain
concepts[8].id	https://openalex.org/C127491075
concepts[8].level	2
concepts[8].score	0.4498712420463562
concepts[8].wikidata	https://www.wikidata.org/wiki/Q7617825
concepts[8].display_name	Stochastic modelling
concepts[9].id	https://openalex.org/C151510863
concepts[9].level	3
concepts[9].score	0.43194663524627686
concepts[9].wikidata	https://www.wikidata.org/wiki/Q899844
concepts[9].display_name	Lorenz system
concepts[10].id	https://openalex.org/C38349280
concepts[10].level	2
concepts[10].score	0.4221703112125397
concepts[10].wikidata	https://www.wikidata.org/wiki/Q1434290
concepts[10].display_name	Flow (mathematics)
concepts[11].id	https://openalex.org/C99498987
concepts[11].level	3
concepts[11].score	0.4138796329498291
concepts[11].wikidata	https://www.wikidata.org/wiki/Q2210247
concepts[11].display_name	Noise (video)
concepts[12].id	https://openalex.org/C61797465
concepts[12].level	2
concepts[12].score	0.4137202501296997
concepts[12].wikidata	https://www.wikidata.org/wiki/Q1188986
concepts[12].display_name	Term (time)
concepts[13].id	https://openalex.org/C121864883
concepts[13].level	1
concepts[13].score	0.41359952092170715
concepts[13].wikidata	https://www.wikidata.org/wiki/Q677916
concepts[13].display_name	Statistical physics
concepts[14].id	https://openalex.org/C33923547
concepts[14].level	0
concepts[14].score	0.3693779706954956
concepts[14].wikidata	https://www.wikidata.org/wiki/Q395
concepts[14].display_name	Mathematics
concepts[15].id	https://openalex.org/C126255220
concepts[15].level	1
concepts[15].score	0.3536719083786011
concepts[15].wikidata	https://www.wikidata.org/wiki/Q141495
concepts[15].display_name	Mathematical optimization
concepts[16].id	https://openalex.org/C134306372
concepts[16].level	1
concepts[16].score	0.1590633988380432
concepts[16].wikidata	https://www.wikidata.org/wiki/Q7754
concepts[16].display_name	Mathematical analysis
concepts[17].id	https://openalex.org/C121332964
concepts[17].level	0
concepts[17].score	0.13654258847236633
concepts[17].wikidata	https://www.wikidata.org/wiki/Q413
concepts[17].display_name	Physics
concepts[18].id	https://openalex.org/C154945302
concepts[18].level	1
concepts[18].score	0.09522652626037598
concepts[18].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[18].display_name	Artificial intelligence
concepts[19].id	https://openalex.org/C119857082
concepts[19].level	1
concepts[19].score	0.0
concepts[19].wikidata	https://www.wikidata.org/wiki/Q2539
concepts[19].display_name	Machine learning
concepts[20].id	https://openalex.org/C62520636
concepts[20].level	1
concepts[20].score	0.0
concepts[20].wikidata	https://www.wikidata.org/wiki/Q944
concepts[20].display_name	Quantum mechanics
concepts[21].id	https://openalex.org/C105795698
concepts[21].level	1
concepts[21].score	0.0
concepts[21].wikidata	https://www.wikidata.org/wiki/Q12483
concepts[21].display_name	Statistics
concepts[22].id	https://openalex.org/C115961682
concepts[22].level	2
concepts[22].score	0.0
concepts[22].wikidata	https://www.wikidata.org/wiki/Q860623
concepts[22].display_name	Image (mathematics)
concepts[23].id	https://openalex.org/C2524010
concepts[23].level	1
concepts[23].score	0.0
concepts[23].wikidata	https://www.wikidata.org/wiki/Q8087
concepts[23].display_name	Geometry
keywords[0].id	https://openalex.org/keywords/attractor
keywords[0].score	0.694058895111084
keywords[0].display_name	Attractor
keywords[1].id	https://openalex.org/keywords/dynamical-systems-theory
keywords[1].score	0.6806100010871887
keywords[1].display_name	Dynamical systems theory
keywords[2].id	https://openalex.org/keywords/applied-mathematics
keywords[2].score	0.5494768023490906
keywords[2].display_name	Applied mathematics
keywords[3].id	https://openalex.org/keywords/stochastic-differential-equation
keywords[3].score	0.5257720947265625
keywords[3].display_name	Stochastic differential equation
keywords[4].id	https://openalex.org/keywords/nonlinear-system
keywords[4].score	0.5035275816917419
keywords[4].display_name	Nonlinear system
keywords[5].id	https://openalex.org/keywords/computer-science
keywords[5].score	0.4958227574825287
keywords[5].display_name	Computer science
keywords[6].id	https://openalex.org/keywords/dynamical-system
keywords[6].score	0.48017993569374084
keywords[6].display_name	Dynamical system (definition)
keywords[7].id	https://openalex.org/keywords/markov-chain
keywords[7].score	0.47563648223876953
keywords[7].display_name	Markov chain
keywords[8].id	https://openalex.org/keywords/stochastic-modelling
keywords[8].score	0.4498712420463562
keywords[8].display_name	Stochastic modelling
keywords[9].id	https://openalex.org/keywords/lorenz-system
keywords[9].score	0.43194663524627686
keywords[9].display_name	Lorenz system
keywords[10].id	https://openalex.org/keywords/flow
keywords[10].score	0.4221703112125397
keywords[10].display_name	Flow (mathematics)
keywords[11].id	https://openalex.org/keywords/noise
keywords[11].score	0.4138796329498291
keywords[11].display_name	Noise (video)
keywords[12].id	https://openalex.org/keywords/term
keywords[12].score	0.4137202501296997
keywords[12].display_name	Term (time)
keywords[13].id	https://openalex.org/keywords/statistical-physics
keywords[13].score	0.41359952092170715
keywords[13].display_name	Statistical physics
keywords[14].id	https://openalex.org/keywords/mathematics
keywords[14].score	0.3693779706954956
keywords[14].display_name	Mathematics
keywords[15].id	https://openalex.org/keywords/mathematical-optimization
keywords[15].score	0.3536719083786011
keywords[15].display_name	Mathematical optimization
keywords[16].id	https://openalex.org/keywords/mathematical-analysis
keywords[16].score	0.1590633988380432
keywords[16].display_name	Mathematical analysis
keywords[17].id	https://openalex.org/keywords/physics
keywords[17].score	0.13654258847236633
keywords[17].display_name	Physics
keywords[18].id	https://openalex.org/keywords/artificial-intelligence
keywords[18].score	0.09522652626037598
keywords[18].display_name	Artificial intelligence
language	en
locations[0].id	doi:10.1016/j.physd.2023.133919
locations[0].is_oa	False
locations[0].source.id	https://openalex.org/S4210235043
locations[0].source.issn	0167-2789, 1872-8022
locations[0].source.type	journal
locations[0].source.is_oa	False
locations[0].source.issn_l	0167-2789
locations[0].source.is_core	True
locations[0].source.is_in_doaj	False
locations[0].source.display_name	Physica D Nonlinear Phenomena
locations[0].source.host_organization	https://openalex.org/P4310320990
locations[0].source.host_organization_name	Elsevier BV
locations[0].source.host_organization_lineage	https://openalex.org/P4310320990
locations[0].source.host_organization_lineage_names	Elsevier BV
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	Physica D: Nonlinear Phenomena
locations[0].landing_page_url	https://doi.org/10.1016/j.physd.2023.133919
locations[1].id	pmh:oai:osti.gov:2007096
locations[1].is_oa	True
locations[1].source.id	https://openalex.org/S4306402487
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	OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
locations[1].source.host_organization	https://openalex.org/I139351228
locations[1].source.host_organization_name	Office of Scientific and Technical Information
locations[1].source.host_organization_lineage	https://openalex.org/I139351228
locations[1].license
locations[1].pdf_url
locations[1].version	submittedVersion
locations[1].raw_type
locations[1].license_id
locations[1].is_accepted	False
locations[1].is_published	False
locations[1].raw_source_name
locations[1].landing_page_url	https://www.osti.gov/biblio/2007096
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5102929685
authorships[0].author.orcid	https://orcid.org/0000-0002-5957-4223
authorships[0].author.display_name	Cheng Fang
authorships[0].countries	CN
authorships[0].affiliations[0].institution_ids	https://openalex.org/I47720641
authorships[0].affiliations[0].raw_affiliation_string	School of Mathematics and Statistics & Center for Mathematical Sciences, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
authorships[0].institutions[0].id	https://openalex.org/I47720641
authorships[0].institutions[0].ror	https://ror.org/00p991c53
authorships[0].institutions[0].type	education
authorships[0].institutions[0].lineage	https://openalex.org/I47720641
authorships[0].institutions[0].country_code	CN
authorships[0].institutions[0].display_name	Huazhong University of Science and Technology
authorships[0].author_position	first
authorships[0].raw_author_name	Cheng Fang
authorships[0].is_corresponding	False
authorships[0].raw_affiliation_strings	School of Mathematics and Statistics & Center for Mathematical Sciences, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
authorships[1].author.id	https://openalex.org/A5051604368
authorships[1].author.orcid	https://orcid.org/0000-0002-1117-8758
authorships[1].author.display_name	Yubin Lu
authorships[1].countries	US
authorships[1].affiliations[0].institution_ids	https://openalex.org/I180949307
authorships[1].affiliations[0].raw_affiliation_string	Department of Applied Mathematics, College of Computing, Illinois Institute of Technology, Chicago, IL 60616, USA
authorships[1].institutions[0].id	https://openalex.org/I180949307
authorships[1].institutions[0].ror	https://ror.org/037t3ry66
authorships[1].institutions[0].type	education
authorships[1].institutions[0].lineage	https://openalex.org/I180949307
authorships[1].institutions[0].country_code	US
authorships[1].institutions[0].display_name	Illinois Institute of Technology
authorships[1].author_position	middle
authorships[1].raw_author_name	Yubin Lu
authorships[1].is_corresponding	True
authorships[1].raw_affiliation_strings	Department of Applied Mathematics, College of Computing, Illinois Institute of Technology, Chicago, IL 60616, USA
authorships[2].author.id	https://openalex.org/A5100680092
authorships[2].author.orcid	https://orcid.org/0000-0001-7840-7060
authorships[2].author.display_name	Ting Gao
authorships[2].countries	CN
authorships[2].affiliations[0].institution_ids	https://openalex.org/I47720641
authorships[2].affiliations[0].raw_affiliation_string	School of Mathematics and Statistics & Center for Mathematical Sciences, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
authorships[2].institutions[0].id	https://openalex.org/I47720641
authorships[2].institutions[0].ror	https://ror.org/00p991c53
authorships[2].institutions[0].type	education
authorships[2].institutions[0].lineage	https://openalex.org/I47720641
authorships[2].institutions[0].country_code	CN
authorships[2].institutions[0].display_name	Huazhong University of Science and Technology
authorships[2].author_position	middle
authorships[2].raw_author_name	Ting Gao
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	School of Mathematics and Statistics & Center for Mathematical Sciences, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
authorships[3].author.id	https://openalex.org/A5034610999
authorships[3].author.orcid	https://orcid.org/0000-0002-2077-990X
authorships[3].author.display_name	Jinqiao Duan
authorships[3].countries	CN
authorships[3].affiliations[0].institution_ids	https://openalex.org/I4396570619, https://openalex.org/I79223203
authorships[3].affiliations[0].raw_affiliation_string	Department of Mathematics and Department of Physics, Great Bay University, Dongguan, Guangdong 523000, China
authorships[3].institutions[0].id	https://openalex.org/I4396570619
authorships[3].institutions[0].ror	https://ror.org/01hdgge16
authorships[3].institutions[0].type	education
authorships[3].institutions[0].lineage	https://openalex.org/I4396570619
authorships[3].institutions[0].country_code
authorships[3].institutions[0].display_name	Great Bay University
authorships[3].institutions[1].id	https://openalex.org/I79223203
authorships[3].institutions[1].ror	https://ror.org/0462wa640
authorships[3].institutions[1].type	education
authorships[3].institutions[1].lineage	https://openalex.org/I79223203
authorships[3].institutions[1].country_code	CN
authorships[3].institutions[1].display_name	Guangdong Ocean University
authorships[3].author_position	last
authorships[3].raw_author_name	Jinqiao Duan
authorships[3].is_corresponding	False
authorships[3].raw_affiliation_strings	Department of Mathematics and Department of Physics, Great Bay University, Dongguan, Guangdong 523000, China
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://www.osti.gov/biblio/2007096
open_access.oa_status	green
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Reservoir computing with error correction: Long-term behaviors of stochastic dynamical systems
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T12611
primary_topic.field.id	https://openalex.org/fields/17
primary_topic.field.display_name	Computer Science
primary_topic.score	0.9994999766349792
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	Neural Networks and Reservoir Computing
related_works	https://openalex.org/W4289542543, https://openalex.org/W2891065597, https://openalex.org/W1509796342, https://openalex.org/W1742246664, https://openalex.org/W3158046166, https://openalex.org/W2033042940, https://openalex.org/W2089902280, https://openalex.org/W2145782975, https://openalex.org/W2810701175, https://openalex.org/W242476103
cited_by_count	6
counts_by_year[0].year	2025
counts_by_year[0].cited_by_count	2
counts_by_year[1].year	2024
counts_by_year[1].cited_by_count	3
counts_by_year[2].year	2023
counts_by_year[2].cited_by_count	1
locations_count	2
best_oa_location.id	pmh:oai:osti.gov:2007096
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S4306402487
best_oa_location.source.issn
best_oa_location.source.type	repository
best_oa_location.source.is_oa	False
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	OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
best_oa_location.source.host_organization	https://openalex.org/I139351228
best_oa_location.source.host_organization_name	Office of Scientific and Technical Information
best_oa_location.source.host_organization_lineage	https://openalex.org/I139351228
best_oa_location.license
best_oa_location.pdf_url
best_oa_location.version	submittedVersion
best_oa_location.raw_type
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	https://www.osti.gov/biblio/2007096
primary_location.id	doi:10.1016/j.physd.2023.133919
primary_location.is_oa	False
primary_location.source.id	https://openalex.org/S4210235043
primary_location.source.issn	0167-2789, 1872-8022
primary_location.source.type	journal
primary_location.source.is_oa	False
primary_location.source.issn_l	0167-2789
primary_location.source.is_core	True
primary_location.source.is_in_doaj	False
primary_location.source.display_name	Physica D Nonlinear Phenomena
primary_location.source.host_organization	https://openalex.org/P4310320990
primary_location.source.host_organization_name	Elsevier BV
primary_location.source.host_organization_lineage	https://openalex.org/P4310320990
primary_location.source.host_organization_lineage_names	Elsevier BV
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	Physica D: Nonlinear Phenomena
primary_location.landing_page_url	https://doi.org/10.1016/j.physd.2023.133919
publication_date	2023-09-20
publication_year	2023
referenced_works	https://openalex.org/W2134761831, https://openalex.org/W3006550916, https://openalex.org/W3004757177, https://openalex.org/W2774755163, https://openalex.org/W4283204942, https://openalex.org/W4320913478, https://openalex.org/W4282023933, https://openalex.org/W3173192644, https://openalex.org/W4321792545, https://openalex.org/W3186999620, https://openalex.org/W2979313281, https://openalex.org/W6779520438, https://openalex.org/W4310731246, https://openalex.org/W2118706537, https://openalex.org/W2103179919, https://openalex.org/W6708635637, https://openalex.org/W2782714865, https://openalex.org/W2977331641, https://openalex.org/W3170977978, https://openalex.org/W4306956425, https://openalex.org/W4311137605, https://openalex.org/W4308145831, https://openalex.org/W3046385468, https://openalex.org/W3136433498, https://openalex.org/W4322506144, https://openalex.org/W2001263627, https://openalex.org/W1989312953, https://openalex.org/W2963819248, https://openalex.org/W3128485317, https://openalex.org/W2608997467, https://openalex.org/W2887258823, https://openalex.org/W3043265588, https://openalex.org/W3182899221, https://openalex.org/W6640963894, https://openalex.org/W6779823529, https://openalex.org/W6763486065, https://openalex.org/W6770847983, https://openalex.org/W2992005611, https://openalex.org/W3186224878, https://openalex.org/W3203952389, https://openalex.org/W2159682675, https://openalex.org/W2105934661, https://openalex.org/W2160068178, https://openalex.org/W6750411654, https://openalex.org/W3134241784, https://openalex.org/W2099490136, https://openalex.org/W1988529738, https://openalex.org/W2087315722, https://openalex.org/W4310972700, https://openalex.org/W2141394518, https://openalex.org/W2947753393, https://openalex.org/W2963788644, https://openalex.org/W6776990578, https://openalex.org/W2124428761, https://openalex.org/W2765128778, https://openalex.org/W1974376512, https://openalex.org/W4299889547, https://openalex.org/W3110752711, https://openalex.org/W1494628843, https://openalex.org/W3150807214, https://openalex.org/W3101089900, https://openalex.org/W3036167779, https://openalex.org/W3105585588, https://openalex.org/W3017093197, https://openalex.org/W3104338246, https://openalex.org/W2915839715, https://openalex.org/W2605543710, https://openalex.org/W3201489801, https://openalex.org/W4284687167, https://openalex.org/W3195480719
referenced_works_count	70
abstract_inverted_index
cited_by_percentile_year.max	97
cited_by_percentile_year.min	89
corresponding_author_ids	https://openalex.org/A5051604368
countries_distinct_count	2
institutions_distinct_count	4
corresponding_institution_ids	https://openalex.org/I180949307
citation_normalized_percentile.value	0.8363299
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False