Manuel Chiachio

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Latest publications by this author

“Fatigue delamination shape prognostics in composites using numerical simulation-assisted transfer learning”

Advanced Engineering Informatics | 2026

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.AEI.2025.104025 EID: WOS:001607520400002

“Data augmentation-aided fatigue delamination shape prognostics in composites”

Composite Structures | 2025

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.COMPSTRUCT.2025.119748 EID: WOS:001600332400001

“An asset management modelling framework for wind turbine blades considering monitoring system reliability”

Reliability Engineering & System Safety | 2024

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.RESS.2024.110478 EID: WOS:001306974300001

“A computer-based simulation methodology of the predetermined maintenance scheme of an irradiation facility”

Computers & Industrial Engineering | 2024

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.CIE.2024.110671 EID: WOS:001349909300001

“A general approach to assessing SHM reliability considering sensor failures based on information theory”

Reliability Engineering & System Safety | 2024

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.RESS.2024.110267 EID: WOS:001361296900001

“Description of the female of Labium walkeri Turner & Waterson, 1920 from Australia with new distribution data of L. montivagum (Hymenoptera, Ichneumonidae, Labeninae)”

Zootaxa | 2024

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.11646/ZOOTAXA.5471.2.5 EID: WOS:001281047500001

“A novel semi-empirical approach to non-destructively evaluate the effect of infills on frame buildings”

Journal of Building Engineering | 2024

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.JOBE.2023.108423 EID: WOS:001158707800001

“Reliability-based leading edge erosion maintenance strategy selection framework”

Applied Energy | 2024

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.APENERGY.2023.122612 EID: WOS:001163518100001

“A semi-empirical method for shear response modelling of masonry infilled frame structures”

Structures | 2024

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.ISTRUC.2024.106100 EID: WOS:001195190800001

“Physics-guided recurrent neural network trained with approximate Bayesian computation: A case study on structural response prognostics”

Reliability Engineering & System Safety | 2024

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.RESS.2023.109822 EID: WOS:001118935200001

“Training of physics-informed Bayesian neural networks with ABC-SS for prognostic of Li-ion batteries”

Computers in Industry | 2024

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.COMPIND.2023.104058 EID: WOS:001135823600001

“Intelligent and adaptive asset management model for railway sections using the iPN method”

Reliability Engineering & System Safety | 2024

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.RESS.2023.109687 EID: WOS:001091848600001

“Generative Adversarial Networks for Improved Model Training in the Context of the Digital Twin”

Structural Control and Health Monitoring | 2024

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1155/STC/9997872 EID: WOS:001381050100001

“Particle filter-based delamination shape prediction in composites subjected to fatigue loading”

Structural Health Monitoring | 2023

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1177/14759217221116041 EID: WOS:000837361600001

“Damage Quantification and Identification in Structural Joints through Ultrasonic Guided Wave-Based Features and an Inverse Bayesian Scheme”

Sensors | 2023

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.3390/S23084160 EID: WOS:000979333000001

“Self-adaptive optimized maintenance of offshore wind turbines by intelligent Petri nets”

Reliability Engineering & System Safety | 2023

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.RESS.2022.109013 EID: WOS:000901977200003

“Physics-guided Bayesian neural networks by ABC-SS: Application to reinforced concrete columns”

Engineering Applications of Artificial Intelligence | 2023

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.ENGAPPAI.2022.105790 EID: WOS:000919379100001

“A wind turbine blade leading edge rain erosion computational framework”

Renewable Energy | 2023

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.RENENE.2022.12.050 EID: WOS:000909650500001

“Particle Filter-Based Delamination Shape Prediction in Composites”

Lecture Notes in Civil Engineering | 2023

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1007/978-3-031-07258-1_24 EID: WOS:000871847900024

“Robust optimal sensor configuration using the value of information”

Structural Control and Health Monitoring | 2022

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1002/STC.3143 EID: WOS:000880500400001

“Structural digital twin framework: Formulation and technology integration”

Automation in Construction | 2022

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.AUTCON.2022.104333 EID: WOS:000806365600007

“A Bayesian approach for damage assessment in welded structures using Lamb-wave surrogate models and minimal sensing”

NDT and E International | 2022

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.NDTEINT.2022.102626 EID: WOS:000779127600001

“Reduction of Petri net maintenance modeling complexity via Approximate Bayesian Computation”

Reliability Engineering & System Safety | 2022

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.RESS.2022.108365 EID: WOS:000771562000006

“A cross-sectoral review of the current and potential maintenance strategies for composite structures”

SN Applied Sciences | 2022

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1007/S42452-022-05063-3 EID: WOS:000798485800003

“Adaptive approximate Bayesian computation by subset simulation for structural model calibration”

Computer-Aided Civil and Infrastructure Engineering | 2022

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1111/MICE.12762 EID: WOS:000692778100001

“Uncertainty quantification in Neural Networks by Approximate Bayesian Computation: Application to fatigue in composite materials”

Engineering Applications of Artificial Intelligence | 2022

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.ENGAPPAI.2021.104511 EID: WOS:000747080100005

“A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects”

Applied Intelligence | 2021

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1007/S10489-021-02264-Y EID: WOS:000659782200001

“Ordering Artificial Intelligence Based Recommendations to Tackle the SDGs with a Decision-Making Model Based on Surveys”

Sustainability | 2021

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.3390/SU13116038 EID: WOS:000660739500001

“Structural Health Monitoring Using Ultrasonic Guided-Waves and the Degree of Health Index”

Sensors | 2021

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.3390/S21030993 EID: WOS:000615491400001

“OptiSens-Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring”

SoftwareX | 2021

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.SOFTX.2020.100643 EID: WOS:000656825700008

“Optimal sensor and actuator placement for structural health monitoring via an efficient convex cost-benefit optimization”

Mechanical Systems and Signal Processing | 2020

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.YMSSP.2020.106901 EID: WOS:000543561000046

“A Markov chains prognostics framework for complex degradation processes”

Reliability Engineering & System Safety | 2020

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.RESS.2019.106621 EID: WOS:000515416500018

“Optimal sensor configuration for ultrasonic guided-wave inspection based on value of information”

Mechanical Systems and Signal Processing | 2020

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.YMSSP.2019.106377 EID: WOS:000505271300017

“A robust Bayesian methodology for damage localization in plate-like structures using ultrasonic guided-waves”

Mechanical Systems and Signal Processing | 2019

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.YMSSP.2018.12.021 EID: WOS:000457948600009

“Plausible Petri nets as self-adaptive expert systems: A tool for infrastructure asset monitoring”

Computer-Aided Civil and Infrastructure Engineering | 2019

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1111/MICE.12427 EID: WOS:000460470900001

“A Bayesian Assessment of an Approximate Model for Unconfined Water Flow in Sloping Layered Porous Media”

Transport in Porous Media | 2019

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1007/S11242-018-1094-2 EID: WOS:000455397000010

“A knowledge-based prognostics framework for railway track geometry degradation”

Reliability Engineering & System Safety | 2019

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.RESS.2018.07.004 EID: WOS:000449904100012

“The European Public Prosecutor”

Revista General de Derecho Procesal | 2019

Type: Journal Article

ESReDA Authors: Manuel Chiachio

EID: WOS:000457423900017

“A new paradigm for uncertain knowledge representation by Plausible Petri nets”

Information Sciences | 2018

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.INS.2018.04.029 EID: WOS:000434742700020

“A new algorithm for prognostics using Subset Simulation”

Reliability Engineering & System Safety | 2017

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.RESS.2017.05.042 EID: WOS:000413878100019

“A reliability-based prognostics framework for railway track management”

Proceedings of the Annual Conference of the Prognostics and Health Management Society (PHM) | 2017

Type: Journal Article

ESReDA Authors: Manuel Chiachio

“A multilevel Bayesian method for ultrasound-based damage identification in composite laminates”

Mechanical Systems and Signal Processing | 2017

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.YMSSP.2016.09.035 EID: WOS:000392035600032

“An Information Theoretic Approach for Knowledge Representation using Petri Nets”

PROCEEDINGS OF FUTURE TECHNOLOGIES CONFERENCE (FTC) | 2016

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1109/FTC.2016.7821606 EID: WOS:000399455300021

“Condition-based prediction of time-dependent reliability in composites”

Reliability Engineering & System Safety | 2015

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.RESS.2015.04.018 EID: WOS:000359172400014

“Model-Based Damage Evaluation of Layered CFRP Structures”

AIP Conference Proceedings | 2015

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1063/1.4914727 EID: WOS:000354938100138

“Predicting fatigue damage in composites: A Bayesian framework”

Structural Safety | 2014

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.STRUSAFE.2014.06.002 EID: WOS:000340324800007

“Approximate Bayesian Computation by Subset Simulation”

ArXiv | 2014

Type: Journal Article

ESReDA Authors: Manuel Chiachio

EID: PPRN:11841901

“Information-theory approach to model class assessment for tissue-engineered cultures consistence evolution”

Proceedings Iwbbio 2014: International Work-Conference on Bioinformatics and Biomedical Engineering, Vols 1 and 2 | 2014

Type: Journal Article

ESReDA Authors: Manuel Chiachio

EID: WOS:000346381500012

“APPROXIMATE BAYESIAN COMPUTATION BY SUBSET SIMULATION”

SIAM Journal on Scientific Computing | 2014

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1137/130932831 EID: WOS:000338783300020

“Model-based probability of detection of pathologies in soft tissue”

Proceedings Iwbbio 2014: International Work-Conference on Bioinformatics and Biomedical Engineering, Vols 1 and 2 | 2014

Type: Journal Article

ESReDA Authors: Manuel Chiachio

EID: WOS:000346381500011

“FDTD simulations for ultrasound propagation in a 2-D cervical tissue model”

Proceedings Iwbbio 2014: International Work-Conference on Bioinformatics and Biomedical Engineering, Vols 1 and 2 | 2014

Type: Journal Article

ESReDA Authors: Manuel Chiachio

EID: WOS:000346381500010

“Ultrasonic monitoring of artificial tissue mechanical properties in biorreactor”

Proceedings Iwbbio 2014: International Work-Conference on Bioinformatics and Biomedical Engineering, Vols 1 and 2 | 2014

Type: Journal Article

ESReDA Authors: Manuel Chiachio

EID: WOS:000346381500008

“Device for monitoring samples e.g. tissue cultures, in medicine field, has analysis part provided with programmable unit for comparing and analyzing wave signals that are emitted and received by transmitter and receiver transducers”

2013

Type: Patent

ESReDA Authors: Manuel Chiachio

EID: DIIDW:2013F17033

“Fatigue Damage Prognosis in FRP Composites by Combining Multi-Scale Degradation Fault Modes in an Uncertainty Bayesian Framework”

STRUCTURAL HEALTH MONITORING, VOLS 1 AND 2 | 2013

Type: Journal Article

ESReDA Authors: Manuel Chiachio

EID: WOS:000329292700167

“A MULTISCALE MECHANICAL MODEL FOR THE CERVICAL TISSUE”

Journal of Biomechanics | 2012

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/S0021-9290(12)70476-1

“Reliability in composites - A selective review and survey of current development”

Composites Part B: Engineering | 2012

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1016/J.COMPOSITESB.2011.10.007 EID: WOS:000303284200008

“Device for monitoring samples such as tissue cultures or cellular cultures, has processing and analyzing unit that processes and analyzes signals that are transmitted through culture plate”

2012

Type: Patent

ESReDA Authors: Manuel Chiachio

EID: DIIDW:2012L94789

“Self-tensioning structure for composite-material bridges, has three-dimensionally hyperstatic structure formed by joining several elements to each other and to supports”

2010

Type: Patent

ESReDA Authors: Manuel Chiachio

EID: DIIDW:2010A66622

“Effects of sodium on mineral nutrition in rose plants”

Annals of Applied Biology | 2000

Type: Journal Article

ESReDA Authors: Manuel Chiachio

DOI: 10.1111/J.1744-7348.2000.TB00058.X EID: WOS:000168120700008

“HORTICULTURE IN THE CANARY-ISLANDS”

Hortscience | 1981

Type: Journal Article

ESReDA Authors: Manuel Chiachio

EID: WOS:A1981LR03200011