Dynamic modeling and performance evaluation of piezoelectric impact drive system based on neural network Article Swipe

View

Wenhao Chen , Haojie Xia , Rencheng Song , Chengliang Pan ·

YOU? · · 2023 · Open Access · · DOI: https://doi.org/10.1088/1361-6501/ace63e

In metrology and industrial design, the evaluation of measurement uncertainty and error is crucial to the measurement process. The Guide to the Expression of Uncertainty in Measurement and its supplementary documents have established a unified framework and standard for evaluating measurement uncertainty. However, a reasonable method for evaluating dynamic measurement uncertainty has not yet been proposed. By analyzing the dynamic measurement system, and using the long short-term memory time neural network to model the nonlinear dynamics represented by a piezoelectric drive platform, this paper evaluates the system’s dynamic measurement uncertainty through deep integration methods. Bayesian theory is used to propagate probability densities, and experimental results demonstrate the effectiveness of this method for assessing dynamic measurement uncertainty.

Related Topics

Artificial Intelligence

Concepts

Measurement uncertainty Computer science Metrology Artificial neural network Dynamic Bayesian network Nonlinear system System of measurement Process (computing) Bayesian probability Uncertainty analysis Expression (computer science) Sensitivity analysis Observational error Machine learning Artificial intelligence Simulation Mathematics Statistics Astronomy Physics Quantum mechanics Programming language Operating system

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.1088/1361-6501/ace63e
OA Status: hybrid
Cited By: 4
References: 67
Related Works: 10
OpenAlex ID: https://openalex.org/W4383894968

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4383894968

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.1088/1361-6501/ace63e

Digital Object Identifier
Title: Dynamic modeling and performance evaluation of piezoelectric impact drive system based on neural network

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2023

Year of publication
Publication date: 2023-07-11

Full publication date if available
Authors: Wenhao Chen, Haojie Xia, Rencheng Song, Chengliang Pan

List of authors in order
Landing page: https://doi.org/10.1088/1361-6501/ace63e

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: hybrid

Open access status per OpenAlex
OA URL: https://doi.org/10.1088/1361-6501/ace63e

Direct OA link when available
Concepts: Measurement uncertainty, Computer science, Metrology, Artificial neural network, Dynamic Bayesian network, Nonlinear system, System of measurement, Process (computing), Bayesian probability, Uncertainty analysis, Expression (computer science), Sensitivity analysis, Observational error, Machine learning, Artificial intelligence, Simulation, Mathematics, Statistics, Astronomy, Physics, Quantum mechanics, Programming language, Operating system

Top concepts (fields/topics) attached by OpenAlex
Cited by: 4

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

Per-year citation counts (last 5 years)
References (count): 67

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

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4383894968
doi	https://doi.org/10.1088/1361-6501/ace63e
ids.doi	https://doi.org/10.1088/1361-6501/ace63e
ids.openalex	https://openalex.org/W4383894968
fwci	1.75820917
type	article
title	Dynamic modeling and performance evaluation of piezoelectric impact drive system based on neural network
biblio.issue	10
biblio.volume	34
biblio.last_page	105021
biblio.first_page	105021
topics[0].id	https://openalex.org/T12564
topics[0].field.id	https://openalex.org/fields/17
topics[0].field.display_name	Computer Science
topics[0].score	0.9930999875068665
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/1705
topics[0].subfield.display_name	Computer Networks and Communications
topics[0].display_name	Sensor Technology and Measurement Systems
topics[1].id	https://openalex.org/T10876
topics[1].field.id	https://openalex.org/fields/22
topics[1].field.display_name	Engineering
topics[1].score	0.9878000020980835
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/2207
topics[1].subfield.display_name	Control and Systems Engineering
topics[1].display_name	Fault Detection and Control Systems
topics[2].id	https://openalex.org/T12111
topics[2].field.id	https://openalex.org/fields/22
topics[2].field.display_name	Engineering
topics[2].score	0.9865999817848206
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/2209
topics[2].subfield.display_name	Industrial and Manufacturing Engineering
topics[2].display_name	Industrial Vision Systems and Defect Detection
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C137209882
concepts[0].level	2
concepts[0].score	0.7014986276626587
concepts[0].wikidata	https://www.wikidata.org/wiki/Q1403517
concepts[0].display_name	Measurement uncertainty
concepts[1].id	https://openalex.org/C41008148
concepts[1].level	0
concepts[1].score	0.6871848702430725
concepts[1].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[1].display_name	Computer science
concepts[2].id	https://openalex.org/C195766429
concepts[2].level	2
concepts[2].score	0.6548768281936646
concepts[2].wikidata	https://www.wikidata.org/wiki/Q394
concepts[2].display_name	Metrology
concepts[3].id	https://openalex.org/C50644808
concepts[3].level	2
concepts[3].score	0.6149744987487793
concepts[3].wikidata	https://www.wikidata.org/wiki/Q192776
concepts[3].display_name	Artificial neural network
concepts[4].id	https://openalex.org/C82142266
concepts[4].level	3
concepts[4].score	0.5748682022094727
concepts[4].wikidata	https://www.wikidata.org/wiki/Q3456604
concepts[4].display_name	Dynamic Bayesian network
concepts[5].id	https://openalex.org/C158622935
concepts[5].level	2
concepts[5].score	0.5645906329154968
concepts[5].wikidata	https://www.wikidata.org/wiki/Q660848
concepts[5].display_name	Nonlinear system
concepts[6].id	https://openalex.org/C37649242
concepts[6].level	2
concepts[6].score	0.5582903027534485
concepts[6].wikidata	https://www.wikidata.org/wiki/Q932268
concepts[6].display_name	System of measurement
concepts[7].id	https://openalex.org/C98045186
concepts[7].level	2
concepts[7].score	0.5481749176979065
concepts[7].wikidata	https://www.wikidata.org/wiki/Q205663
concepts[7].display_name	Process (computing)
concepts[8].id	https://openalex.org/C107673813
concepts[8].level	2
concepts[8].score	0.4709666073322296
concepts[8].wikidata	https://www.wikidata.org/wiki/Q812534
concepts[8].display_name	Bayesian probability
concepts[9].id	https://openalex.org/C177803969
concepts[9].level	2
concepts[9].score	0.4605267643928528
concepts[9].wikidata	https://www.wikidata.org/wiki/Q29205
concepts[9].display_name	Uncertainty analysis
concepts[10].id	https://openalex.org/C90559484
concepts[10].level	2
concepts[10].score	0.43766695261001587
concepts[10].wikidata	https://www.wikidata.org/wiki/Q778379
concepts[10].display_name	Expression (computer science)
concepts[11].id	https://openalex.org/C176147448
concepts[11].level	3
concepts[11].score	0.42841485142707825
concepts[11].wikidata	https://www.wikidata.org/wiki/Q1889114
concepts[11].display_name	Sensitivity analysis
concepts[12].id	https://openalex.org/C19619285
concepts[12].level	2
concepts[12].score	0.41657111048698425
concepts[12].wikidata	https://www.wikidata.org/wiki/Q196372
concepts[12].display_name	Observational error
concepts[13].id	https://openalex.org/C119857082
concepts[13].level	1
concepts[13].score	0.27946290373802185
concepts[13].wikidata	https://www.wikidata.org/wiki/Q2539
concepts[13].display_name	Machine learning
concepts[14].id	https://openalex.org/C154945302
concepts[14].level	1
concepts[14].score	0.23289573192596436
concepts[14].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[14].display_name	Artificial intelligence
concepts[15].id	https://openalex.org/C44154836
concepts[15].level	1
concepts[15].score	0.21055510640144348
concepts[15].wikidata	https://www.wikidata.org/wiki/Q45045
concepts[15].display_name	Simulation
concepts[16].id	https://openalex.org/C33923547
concepts[16].level	0
concepts[16].score	0.10348665714263916
concepts[16].wikidata	https://www.wikidata.org/wiki/Q395
concepts[16].display_name	Mathematics
concepts[17].id	https://openalex.org/C105795698
concepts[17].level	1
concepts[17].score	0.09809896349906921
concepts[17].wikidata	https://www.wikidata.org/wiki/Q12483
concepts[17].display_name	Statistics
concepts[18].id	https://openalex.org/C1276947
concepts[18].level	1
concepts[18].score	0.0
concepts[18].wikidata	https://www.wikidata.org/wiki/Q333
concepts[18].display_name	Astronomy
concepts[19].id	https://openalex.org/C121332964
concepts[19].level	0
concepts[19].score	0.0
concepts[19].wikidata	https://www.wikidata.org/wiki/Q413
concepts[19].display_name	Physics
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/C199360897
concepts[21].level	1
concepts[21].score	0.0
concepts[21].wikidata	https://www.wikidata.org/wiki/Q9143
concepts[21].display_name	Programming language
concepts[22].id	https://openalex.org/C111919701
concepts[22].level	1
concepts[22].score	0.0
concepts[22].wikidata	https://www.wikidata.org/wiki/Q9135
concepts[22].display_name	Operating system
keywords[0].id	https://openalex.org/keywords/measurement-uncertainty
keywords[0].score	0.7014986276626587
keywords[0].display_name	Measurement uncertainty
keywords[1].id	https://openalex.org/keywords/computer-science
keywords[1].score	0.6871848702430725
keywords[1].display_name	Computer science
keywords[2].id	https://openalex.org/keywords/metrology
keywords[2].score	0.6548768281936646
keywords[2].display_name	Metrology
keywords[3].id	https://openalex.org/keywords/artificial-neural-network
keywords[3].score	0.6149744987487793
keywords[3].display_name	Artificial neural network
keywords[4].id	https://openalex.org/keywords/dynamic-bayesian-network
keywords[4].score	0.5748682022094727
keywords[4].display_name	Dynamic Bayesian network
keywords[5].id	https://openalex.org/keywords/nonlinear-system
keywords[5].score	0.5645906329154968
keywords[5].display_name	Nonlinear system
keywords[6].id	https://openalex.org/keywords/system-of-measurement
keywords[6].score	0.5582903027534485
keywords[6].display_name	System of measurement
keywords[7].id	https://openalex.org/keywords/process
keywords[7].score	0.5481749176979065
keywords[7].display_name	Process (computing)
keywords[8].id	https://openalex.org/keywords/bayesian-probability
keywords[8].score	0.4709666073322296
keywords[8].display_name	Bayesian probability
keywords[9].id	https://openalex.org/keywords/uncertainty-analysis
keywords[9].score	0.4605267643928528
keywords[9].display_name	Uncertainty analysis
keywords[10].id	https://openalex.org/keywords/expression
keywords[10].score	0.43766695261001587
keywords[10].display_name	Expression (computer science)
keywords[11].id	https://openalex.org/keywords/sensitivity-analysis
keywords[11].score	0.42841485142707825
keywords[11].display_name	Sensitivity analysis
keywords[12].id	https://openalex.org/keywords/observational-error
keywords[12].score	0.41657111048698425
keywords[12].display_name	Observational error
keywords[13].id	https://openalex.org/keywords/machine-learning
keywords[13].score	0.27946290373802185
keywords[13].display_name	Machine learning
keywords[14].id	https://openalex.org/keywords/artificial-intelligence
keywords[14].score	0.23289573192596436
keywords[14].display_name	Artificial intelligence
keywords[15].id	https://openalex.org/keywords/simulation
keywords[15].score	0.21055510640144348
keywords[15].display_name	Simulation
keywords[16].id	https://openalex.org/keywords/mathematics
keywords[16].score	0.10348665714263916
keywords[16].display_name	Mathematics
keywords[17].id	https://openalex.org/keywords/statistics
keywords[17].score	0.09809896349906921
keywords[17].display_name	Statistics
language	en
locations[0].id	doi:10.1088/1361-6501/ace63e
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S109302362
locations[0].source.issn	0957-0233, 1361-6501
locations[0].source.type	journal
locations[0].source.is_oa	False
locations[0].source.issn_l	0957-0233
locations[0].source.is_core	True
locations[0].source.is_in_doaj	False
locations[0].source.display_name	Measurement Science and Technology
locations[0].source.host_organization	https://openalex.org/P4310320083
locations[0].source.host_organization_name	IOP Publishing
locations[0].source.host_organization_lineage	https://openalex.org/P4310320083, https://openalex.org/P4310311669
locations[0].source.host_organization_lineage_names	IOP Publishing, Institute of Physics
locations[0].license	cc-by-nc-nd
locations[0].pdf_url
locations[0].version	publishedVersion
locations[0].raw_type	journal-article
locations[0].license_id	https://openalex.org/licenses/cc-by-nc-nd
locations[0].is_accepted	True
locations[0].is_published	True
locations[0].raw_source_name	Measurement Science and Technology
locations[0].landing_page_url	https://doi.org/10.1088/1361-6501/ace63e
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5016509762
authorships[0].author.orcid	https://orcid.org/0000-0001-9031-9266
authorships[0].author.display_name	Wenhao Chen
authorships[0].countries	CN
authorships[0].affiliations[0].institution_ids	https://openalex.org/I16365422
authorships[0].affiliations[0].raw_affiliation_string	Hefei University of Technology, Rm 309, Keji Building, 193 Tunxi Road, Hefei, Anhui, China, Hefei, Anhui, 230009, CHINA
authorships[0].institutions[0].id	https://openalex.org/I16365422
authorships[0].institutions[0].ror	https://ror.org/02czkny70
authorships[0].institutions[0].type	education
authorships[0].institutions[0].lineage	https://openalex.org/I16365422
authorships[0].institutions[0].country_code	CN
authorships[0].institutions[0].display_name	Hefei University of Technology
authorships[0].author_position	first
authorships[0].raw_author_name	Wenhao Chen
authorships[0].is_corresponding	False
authorships[0].raw_affiliation_strings	Hefei University of Technology, Rm 309, Keji Building, 193 Tunxi Road, Hefei, Anhui, China, Hefei, Anhui, 230009, CHINA
authorships[1].author.id	https://openalex.org/A5015159167
authorships[1].author.orcid	https://orcid.org/0000-0002-4214-7233
authorships[1].author.display_name	Haojie Xia
authorships[1].countries	CN
authorships[1].affiliations[0].institution_ids	https://openalex.org/I16365422
authorships[1].affiliations[0].raw_affiliation_string	School of Instrumental Science and Optoelectronic Engineering, Hefei University of Technology, Rm 309, Keji Building, 193 Tunxi Road, Hefei, Anhui, China, Hefei, Anhui, 230009, CHINA
authorships[1].institutions[0].id	https://openalex.org/I16365422
authorships[1].institutions[0].ror	https://ror.org/02czkny70
authorships[1].institutions[0].type	education
authorships[1].institutions[0].lineage	https://openalex.org/I16365422
authorships[1].institutions[0].country_code	CN
authorships[1].institutions[0].display_name	Hefei University of Technology
authorships[1].author_position	middle
authorships[1].raw_author_name	Haojie Xia
authorships[1].is_corresponding	True
authorships[1].raw_affiliation_strings	School of Instrumental Science and Optoelectronic Engineering, Hefei University of Technology, Rm 309, Keji Building, 193 Tunxi Road, Hefei, Anhui, China, Hefei, Anhui, 230009, CHINA
authorships[2].author.id	https://openalex.org/A5082889047
authorships[2].author.orcid	https://orcid.org/0000-0001-7760-7562
authorships[2].author.display_name	Rencheng Song
authorships[2].countries	CN
authorships[2].affiliations[0].institution_ids	https://openalex.org/I16365422
authorships[2].affiliations[0].raw_affiliation_string	Department of Biomedical Engineering, Hefei University of Technology, Rm 309, Keji Building, 193 Tunxi Road, Hefei, Anhui, China, Hefei, 230009, CHINA
authorships[2].institutions[0].id	https://openalex.org/I16365422
authorships[2].institutions[0].ror	https://ror.org/02czkny70
authorships[2].institutions[0].type	education
authorships[2].institutions[0].lineage	https://openalex.org/I16365422
authorships[2].institutions[0].country_code	CN
authorships[2].institutions[0].display_name	Hefei University of Technology
authorships[2].author_position	middle
authorships[2].raw_author_name	Rencheng Song
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	Department of Biomedical Engineering, Hefei University of Technology, Rm 309, Keji Building, 193 Tunxi Road, Hefei, Anhui, China, Hefei, 230009, CHINA
authorships[3].author.id	https://openalex.org/A5101952144
authorships[3].author.orcid	https://orcid.org/0000-0002-6785-5842
authorships[3].author.display_name	Chengliang Pan
authorships[3].countries	CN
authorships[3].affiliations[0].institution_ids	https://openalex.org/I16365422
authorships[3].affiliations[0].raw_affiliation_string	School of Instrument Science and Opto-Electronics Engineering, Hefei University of Technology, Rm 309, Keji Building, 193 Tunxi Road, Hefei, Anhui, China, Hefei, Anhui, 230009, CHINA
authorships[3].institutions[0].id	https://openalex.org/I16365422
authorships[3].institutions[0].ror	https://ror.org/02czkny70
authorships[3].institutions[0].type	education
authorships[3].institutions[0].lineage	https://openalex.org/I16365422
authorships[3].institutions[0].country_code	CN
authorships[3].institutions[0].display_name	Hefei University of Technology
authorships[3].author_position	last
authorships[3].raw_author_name	Chengliang Pan
authorships[3].is_corresponding	False
authorships[3].raw_affiliation_strings	School of Instrument Science and Opto-Electronics Engineering, Hefei University of Technology, Rm 309, Keji Building, 193 Tunxi Road, Hefei, Anhui, China, Hefei, Anhui, 230009, CHINA
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://doi.org/10.1088/1361-6501/ace63e
open_access.oa_status	hybrid
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Dynamic modeling and performance evaluation of piezoelectric impact drive system based on neural network
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T12564
primary_topic.field.id	https://openalex.org/fields/17
primary_topic.field.display_name	Computer Science
primary_topic.score	0.9930999875068665
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/1705
primary_topic.subfield.display_name	Computer Networks and Communications
primary_topic.display_name	Sensor Technology and Measurement Systems
related_works	https://openalex.org/W4205181462, https://openalex.org/W3212153563, https://openalex.org/W2376953431, https://openalex.org/W4312671192, https://openalex.org/W2387053421, https://openalex.org/W2607177949, https://openalex.org/W4386584851, https://openalex.org/W2037453698, https://openalex.org/W2143770134, https://openalex.org/W1973084747
cited_by_count	4
counts_by_year[0].year	2025
counts_by_year[0].cited_by_count	3
counts_by_year[1].year	2024
counts_by_year[1].cited_by_count	1
locations_count	1
best_oa_location.id	doi:10.1088/1361-6501/ace63e
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S109302362
best_oa_location.source.issn	0957-0233, 1361-6501
best_oa_location.source.type	journal
best_oa_location.source.is_oa	False
best_oa_location.source.issn_l	0957-0233
best_oa_location.source.is_core	True
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	Measurement Science and Technology
best_oa_location.source.host_organization	https://openalex.org/P4310320083
best_oa_location.source.host_organization_name	IOP Publishing
best_oa_location.source.host_organization_lineage	https://openalex.org/P4310320083, https://openalex.org/P4310311669
best_oa_location.source.host_organization_lineage_names	IOP Publishing, Institute of Physics
best_oa_location.license	cc-by-nc-nd
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-nc-nd
best_oa_location.is_accepted	True
best_oa_location.is_published	True
best_oa_location.raw_source_name	Measurement Science and Technology
best_oa_location.landing_page_url	https://doi.org/10.1088/1361-6501/ace63e
primary_location.id	doi:10.1088/1361-6501/ace63e
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S109302362
primary_location.source.issn	0957-0233, 1361-6501
primary_location.source.type	journal
primary_location.source.is_oa	False
primary_location.source.issn_l	0957-0233
primary_location.source.is_core	True
primary_location.source.is_in_doaj	False
primary_location.source.display_name	Measurement Science and Technology
primary_location.source.host_organization	https://openalex.org/P4310320083
primary_location.source.host_organization_name	IOP Publishing
primary_location.source.host_organization_lineage	https://openalex.org/P4310320083, https://openalex.org/P4310311669
primary_location.source.host_organization_lineage_names	IOP Publishing, Institute of Physics
primary_location.license	cc-by-nc-nd
primary_location.pdf_url
primary_location.version	publishedVersion
primary_location.raw_type	journal-article
primary_location.license_id	https://openalex.org/licenses/cc-by-nc-nd
primary_location.is_accepted	True
primary_location.is_published	True
primary_location.raw_source_name	Measurement Science and Technology
primary_location.landing_page_url	https://doi.org/10.1088/1361-6501/ace63e
publication_date	2023-07-11
publication_year	2023
referenced_works	https://openalex.org/W2301797350, https://openalex.org/W4391197160, https://openalex.org/W4398234980, https://openalex.org/W4226174253, https://openalex.org/W2238304350, https://openalex.org/W2088199580, https://openalex.org/W6798726245, https://openalex.org/W4220766707, https://openalex.org/W4323645038, https://openalex.org/W2018862569, https://openalex.org/W3001499077, https://openalex.org/W3217347337, https://openalex.org/W2964231206, https://openalex.org/W3006587156, https://openalex.org/W3131408648, https://openalex.org/W3019166713, https://openalex.org/W3046973519, https://openalex.org/W3137041295, https://openalex.org/W4283065713, https://openalex.org/W3156461423, https://openalex.org/W3012107403, https://openalex.org/W6838745333, https://openalex.org/W4205941964, https://openalex.org/W3093963267, https://openalex.org/W4292065146, https://openalex.org/W4210470089, https://openalex.org/W4313480672, https://openalex.org/W4321523753, https://openalex.org/W3199010298, https://openalex.org/W3036979535, https://openalex.org/W4281249352, https://openalex.org/W3199699713, https://openalex.org/W4322737601, https://openalex.org/W6767628997, https://openalex.org/W6752745768, https://openalex.org/W6754205108, https://openalex.org/W6764715812, https://openalex.org/W6763120240, https://openalex.org/W6730042731, https://openalex.org/W6767433472, https://openalex.org/W6795941766, https://openalex.org/W2080451948, https://openalex.org/W4361272213, https://openalex.org/W2168434855, https://openalex.org/W2151052089, https://openalex.org/W3171782203, https://openalex.org/W2014044259, https://openalex.org/W2045810824, https://openalex.org/W3014596384, https://openalex.org/W2064675550, https://openalex.org/W4210912956, https://openalex.org/W6737664043, https://openalex.org/W6674914833, https://openalex.org/W3163993681, https://openalex.org/W3171029090, https://openalex.org/W2950338985, https://openalex.org/W4284712117, https://openalex.org/W2969913432, https://openalex.org/W2952816888, https://openalex.org/W4287083725, https://openalex.org/W4287167695, https://openalex.org/W3035711539, https://openalex.org/W2963238274, https://openalex.org/W2806471870, https://openalex.org/W3134774296, https://openalex.org/W4297775537, https://openalex.org/W2097117768
referenced_works_count	67
abstract_inverted_index.a	34, 44, 79
abstract_inverted_index.By	57
abstract_inverted_index.In	1
abstract_inverted_index.by	78
abstract_inverted_index.in	26
abstract_inverted_index.is	13, 97
abstract_inverted_index.of	8, 24, 109
abstract_inverted_index.to	15, 21, 72, 99
abstract_inverted_index.The	19
abstract_inverted_index.and	3, 11, 28, 37, 63, 103
abstract_inverted_index.for	39, 47, 112
abstract_inverted_index.has	52
abstract_inverted_index.its	29
abstract_inverted_index.not	53
abstract_inverted_index.the	6, 16, 22, 59, 65, 74, 86, 107
abstract_inverted_index.yet	54
abstract_inverted_index.been	55
abstract_inverted_index.deep	92
abstract_inverted_index.have	32
abstract_inverted_index.long	66
abstract_inverted_index.this	83, 110
abstract_inverted_index.time	69
abstract_inverted_index.used	98
abstract_inverted_index.Guide	20
abstract_inverted_index.drive	81
abstract_inverted_index.error	12
abstract_inverted_index.model	73
abstract_inverted_index.paper	84
abstract_inverted_index.using	64
abstract_inverted_index.memory	68
abstract_inverted_index.method	46, 111
abstract_inverted_index.neural	70
abstract_inverted_index.theory	96
abstract_inverted_index.crucial	14
abstract_inverted_index.design,	5
abstract_inverted_index.dynamic	49, 60, 88, 114
abstract_inverted_index.network	71
abstract_inverted_index.results	105
abstract_inverted_index.system,	62
abstract_inverted_index.through	91
abstract_inverted_index.unified	35
abstract_inverted_index.Abstract	0
abstract_inverted_index.Bayesian	95
abstract_inverted_index.However,	43
abstract_inverted_index.dynamics	76
abstract_inverted_index.methods.	94
abstract_inverted_index.process.	18
abstract_inverted_index.standard	38
abstract_inverted_index.analyzing	58
abstract_inverted_index.assessing	113
abstract_inverted_index.documents	31
abstract_inverted_index.evaluates	85
abstract_inverted_index.framework	36
abstract_inverted_index.metrology	2
abstract_inverted_index.nonlinear	75
abstract_inverted_index.platform,	82
abstract_inverted_index.propagate	100
abstract_inverted_index.proposed.	56
abstract_inverted_index.Expression	23
abstract_inverted_index.densities,	102
abstract_inverted_index.evaluating	40, 48
abstract_inverted_index.evaluation	7
abstract_inverted_index.industrial	4
abstract_inverted_index.reasonable	45
abstract_inverted_index.short-term	67
abstract_inverted_index.system’s	87
abstract_inverted_index.Measurement	27
abstract_inverted_index.Uncertainty	25
abstract_inverted_index.demonstrate	106
abstract_inverted_index.established	33
abstract_inverted_index.integration	93
abstract_inverted_index.measurement	9, 17, 41, 50, 61, 89, 115
abstract_inverted_index.probability	101
abstract_inverted_index.represented	77
abstract_inverted_index.uncertainty	10, 51, 90
abstract_inverted_index.experimental	104
abstract_inverted_index.uncertainty.	42, 116
abstract_inverted_index.effectiveness	108
abstract_inverted_index.piezoelectric	80
abstract_inverted_index.supplementary	30
cited_by_percentile_year.max	97
cited_by_percentile_year.min	90
corresponding_author_ids	https://openalex.org/A5015159167
countries_distinct_count	1
institutions_distinct_count	4
corresponding_institution_ids	https://openalex.org/I16365422
sustainable_development_goals[0].id	https://metadata.un.org/sdg/9
sustainable_development_goals[0].score	0.4300000071525574
sustainable_development_goals[0].display_name	Industry, innovation and infrastructure
citation_normalized_percentile.value	0.75651087
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False