Algoritmi | User | Pedro André Dias Prates

Pedro André Dias Prates

Pedro André Dias Prates

At LASI

Member of the TEMA R&D Unit

Academic Degree

Current Position

at

Personal Webpage

Personal Email

Orcid

0000-0001-7650-9362

Researcher ID

FCT Public Key

Ciência ID

291A-EB9D-4A4B

Google Scholar

About Me



SecFL – Secure Federated Learning Framework for predicting defects in sheet metal forming under variability

Expert Systems with Applications

2024 | journal-article

Machine Learning for Predicting Fracture Strain in Sheet Metal Forming

Metals

2022 | journal-article

Recent Advances and Applications of Machine Learning in Metal Forming Processes

Metals

2022 | journal-article

Load sequence effects and cyclic deformation behaviour of 7075-T651 aluminium alloy

International Journal of Fatigue

2022 | journal-article

Analysis of ESAFORM 2021 cup drawing benchmark of an Al alloy, critical factors for accuracy and efficiency of FE simulations

International Journal of Material Forming

2022 | journal-article

Fatigue crack propagation analysis in 2024-T351 aluminium alloy using nonlinear parameters

International Journal of Fatigue

2021 | journal-article

Notch fatigue analysis and crack initiation life estimation of maraging steel fabricated by laser beam powder bed fusion under multiaxial loading

International Journal of Fatigue

2021 | journal-article

Improving Federated Learning Protection with Digital Envelopes.

27ª Conferência Portuguesa de Reconhecimento de Padrões (RECPAD 2021)

2021 | conference-poster

Melhorando a Protecção da Aprendizagem Federada com Envelopes Digitais

XXII Congresso Nacional da Ordem dos Engenheiros

2021 | conference-poster

Effect of input variables uncertainty in free tube hydroforming process

ESAFORM 2021

2021 | journal-article

Numerical study of the square cup stamping process: a stochastic analysis

ESAFORM 2021

2021 | journal-article

Mechanical design of ring tensile specimen via surrogate modelling for inverse material parameter identification

Mechanics of Materials

2021 | journal-article

Federated Learning as a Privacy-Providing Machine Learning for Defect Predictions in Smart Manufacturing

Smart and Sustainable Manufacturing Systems

2021 | journal-article

Enhancing Data Integrity, Confidentiality and Authenticity with Digital Envelopes and Federated Learning

Computational Science and AI in Industry (CSAI 2021)

2021 | conference-abstract

Influence of the mesh size on plastic CTOD

IbCSI 2020, 5th Iberian Conference on Structural Integrity

2021 | conference-abstract

Machine learning for predicting defects in sheet metal forming under uncertainty

WCCM 2020, 14th World Congress in Computational Mechanics

2021 | conference-abstract

Recent Advances and Applications of Machine Learning in Metal Forming Processes

MDPI

2021 | edited-book

Numerical Prediction of the Fatigue Crack Growth Rate in SLM Ti-6Al-4V Based on Crack Tip Plastic Strain

Metals

2020 | journal-article

Fatigue Crack Growth from Notches: A Numerical Analysis

Applied Sciences

2020 | journal-article

Numerical Study on the Forming Behaviour of Multilayer Sheets

Metals

2020 | journal-article

Performance Comparison of Parametric and Non-Parametric Regression Models for Uncertainty Analysis of Sheet Metal Forming Processes

Metals

2020 | journal-article

Numerical Study on the Variability of Plastic CTOD

Materials

2020 | journal-article

Model for fatigue crack growth analysis

1st Virtual Conference on Structural Integrity - VCSI1

2020 | conference-paper

A numerical study of the effect of isotropic hardening parameters on mode I fatigue crack growth

Metals

2020 | journal-article

Effect of Young's modulus on fatigue crack growth

International Journal of Fatigue

2020 | journal-article

Effect of kinematic hardening parameters on fatigue crack growth

Theoretical and Applied Fracture Mechanics

2020 | journal-article

Inverse identification of the work hardening law from circular and elliptical bulge tests

Journal of Materials Processing Technology

2020 | journal-article

A Mixed Experimental-numerical Energy-based Approach for Fatigue Life Assessment in Notched Samples under Multiaxial Loading

International Congress on Engineering — Engineering for Evolution

2019 | conference-paper

A mixed experimental-numerical energy-based approach for fatigue life assessment in notched samples under multiaxial loading

International Congress on Engineering (ICEUBI2019)

2019 | conference-abstract

Analytical sensitivity matrix for the inverse identification of hardening parameters of metal sheets

European Journal of Mechanics, A/Solids

2019 | journal-article

Comparing metamodeling techniques for variability analysis in sheet metal forming processes

AIP Conference Proceedings

2019 | conference-paper

Crack tip mechanisms: a numerical analysis

9th International Conference on Materials Structure and Micromechanics of Fracture

2019 | conference-paper

Effect of yield stress on fatigue crack growth

Frattura ed Integrita Strutturale

2019 | journal-article

Elastic correction of fatigue crack growth laws

Fatigue and Fracture of Engineering Materials and Structures

2019 | journal-article

Fatigue crack growth in maraging steel obtained by Selective Laser Melting

Applied Sciences (Switzerland)

2019 | journal-article

Fatigue crack growth in notched specimens: A numerical analysis

Frattura ed Integrita Strutturale

2019 | journal-article

Fatigue crack growth versus plastic CTOD in the 304L stainless steel

Engineering Fracture Mechanics

2019 | journal-article

Hole Expansion Tests of Metal Sheets: Numerical Study

3rd Doctoral Congress in Engineering (DCE19)

2019 | conference-abstract

Machine Learning-based Approach for Predicting Defects under Uncertainty in Sheet Metal Forming Processes

ECCOMAS Computational Methods in Multi-scale, Multi-uncertainty and Multi-physics Problems (CM4P)

2019 | conference-abstract

Mixed numerical-experimental method for generation of energy-life fatigue master curves

Material Design & Processing Communications

2019 | journal-article

Multiaxial fatigue life evaluation in notched components via a rapid elastic-plastic TSED approach

First International Symposium on Risk Analysis and Safety of Complex Structures and Components (IRAS 2019)

2019 | conference-abstract

Normal stress components during shear tests of metal sheets

International Journal of Mechanical Sciences

2019 | journal-article

Numerical prediction of fatigue threshold of metallic materials in vacuum

Engineering Fracture Mechanics

2019 | journal-article

Numerical study on hole expansion tests of metal sheets

Congress on Numerical Methods in Engineering (CMN2019)

2019 | conference-abstract

Rapid assessment of multiaxial fatigue lifetime in notched components using an averaged strain energy density approach

International Journal of Fatigue

2019 | journal-article

Single and ensemble classifiers for defect prediction in sheet metal forming under variability

Neural Computing and Applications

2019 | journal-article

Evaluation of ensemble methods for predicting defects in sheet metal forming

24th Portuguese Conference on Pattern Recognition (RECPAD 2018)

2018 | conference-poster

Analysis of fatigue crack growth based on plastic CTOD

Proceedings of the 19th International Colloquium on Mechanical Fatigue of Metals, University of Porto, Portugal

2018 | conference-paper

Analysis of fatigue crack propagation in sintered material based on plastic CTOD

Proceedings of the XVI Portuguese Conference on fracture (PCF 2018), Covilhã, Portugal

2018 | conference-paper

Evaluation of ensemble methods for predicting defects in sheet metal forming

24th Portuguese Conference on Pattern Recognition (RECPAD 2018)

2018 | conference-paper

Fatigue crack growth in the 2050-T8 aluminium alloy

International Journal of Fatigue

2018 | journal-article

Model Prediction of Defects in Sheet Metal Forming Processes

Communications in Computer and Information Science

2018 | book

New CTOD criterion for fatigue crack propagation analysis in 2024-t351 aluminium alloy

XXXV Encuentro del Grupo Español de Fractura

2018 | conference-abstract

New methodology of fatigue life evaluation for multiaxially loaded notched components based on two uniaxial strain-controlled tests

International Journal of Fatigue

2018 | journal-article

Numerical determination of plastic CTOD

Fatigue and Fracture of Engineering Materials and Structures

2018 | journal-article

Numerical study on the effect of mechanical properties variability in sheet metal forming processes

International Journal of Advanced Manufacturing Technology

2018 | journal-article

Multiaxial fatigue life prediction in notched samples based on fatigue master curves generated from two strain-controlled tests

Proceedings of the International Conference on Engineering (ICEUBI 2017)

2017 | conference-paper

Identification of the work hardening parameters using the bulge test with elliptical and circular dies

Book of Abstracts of the 2nd Symposium on Mechanical Engineering (DCE17)

2017 | conference-abstract

Anisotropy and plastic flow in the circular bulge test

International Journal of Mechanical Sciences

2017 | journal-article

Comparison of machine learning algorithms to build a model for predicting defects in sheet metal forming processes

Universidade de Coimbra Centro de Informatica e Sistemas

2017 | report

Effect of numerical parameters on plastic CTOD

Frattura ed Integrita Strutturale

2017 | journal-article

Fatigue crack growth modelling based on CTOD for the 7050-T6 alloy

Fatigue and Fracture of Engineering Materials and Structures

2017 | journal-article

Inverse identification of the Swift law parameters using the bulge test

International Journal of Material Forming

2017 | journal-article

Numerical determination of fatigue threshold from CTOD

Solid State Phenomena

2017 | book

On the influence of mechanical properties variability in the robustness of sheet metal forming processes

ECCOMAS Thematic Conference on Computational Modelling of Multi-Uncertainty and Multiscale Problems (COMUS17)

2017 | conference-abstract

Identification of material parameters for thin sheets from single biaxial tensile test using a sequential inverse identification strategy

International Journal of Material Forming

2016 | journal-article

Inverse Strategies for Identifying the Parameters of Constitutive Laws of Metal Sheets

Advances in Materials Science and Engineering

2016 | journal-article

Metodologia para determinação simultânea de parâmetros de leis constitutivas de chapas metálicas anisotrópicas, com recurso a um único ensaio

Ingenium (Revista oficial da Ordem dos Engenheiros)

2015 | newspaper-article

On the equivalence between sets of parameters of the yield criterion and the isotropic and kinematic hardening laws

International Journal of Material Forming

2015 | journal-article

On the identification of kinematic hardening with reverse shear test

Engineering with Computers

2015 | journal-article

Inverse Methodologies for Identifying Constitutive Parameters of Metal Sheets

Universidade de Coimbra

2014 | dissertation-thesis

A new strategy for the simultaneous identification of constitutive laws parameters of metal sheets using a single test

Computational Materials Science

2014 | journal-article

On the characterization of the plastic anisotropy in orthotropic sheet metals with a cruciform biaxial test

IOP Conference Series: Materials Science and Engineering

2014 | conference-paper

How to combine the parameters of the yield criteria and the hardening law

Key Engineering Materials

2013 | book

Inverse analysis methodology on metal sheets for constitutive parameters identification

International Journal of Materials Engineering Innovation

2013 | journal-article

Numerical study of mechanical behaviour of heterogeneous materials

Materials Science Forum

2013 | book

A simple method for estimation of residual stresses by depth-sensing indentation

Strain

2012 | journal-article

Inverse analysis for constitutive parameters identification of metal sheets using a single test

15th International Conference on Experimental Mechanics (ICEM 15)

2012 | conference-abstract

Inverse analysis methodology for constitutive parameters identification of metal sheets with a biaxial tensile test on a flat cruciform specimen

ECCOMAS Young Investigators Conference on Computational Methods in Applied Sciences (YIC 2012)

2012 | conference-abstract

Caracterização do comportamento plástico de chapas metálicas com recurso ao ensaio de expansão biaxial simétrica

Congresso de Métodos Numéricos e Computacionais em Engenharia (CMNE 2011)

2011 | conference-paper

Estudo numérico sobre o comportamento mecânico de materiais heterogéneos

Congresso de Métodos Numéricos e Computacionais em Engenharia (CMNE 2011)

2011 | conference-paper

Inverse analysis methodology for constitutive parameters identification of metal sheets using a cruciform tensile specimen

Congresso de Métodos Numéricos e Computacionais em Engenharia (CMNE 2011)

2011 | conference-paper

Metodologia de Análise Inversa para a Identificação Simultânea dos Parâmetros de Leis Constitutivas, com Recurso a um Provete Cruciforme

1º SIMPÓSIO CEMUC

2011 | conference-poster

Plastic deformation of heterogeneous materials: Numerical simulation study

Computational Plasticity XI - Fundamentals and Applications, COMPLAS XI

2011 | conference-paper

Metodologia de Análise Inversa para Determinação Simultânea dos Parâmetros de Leis Constitutivas, com Recurso a um Provete Cruciforme

Universidade de Coimbra

2010 | dissertation-thesis

SecFL – Secure Federated Learning Framework for predicting defects in sheet metal forming under variability

Expert Systems with Applications

2024 | journal-article

Machine Learning for Predicting Fracture Strain in Sheet Metal Forming

Metals

2022 | journal-article

Recent Advances and Applications of Machine Learning in Metal Forming Processes

Metals

2022 | journal-article

Load sequence effects and cyclic deformation behaviour of 7075-T651 aluminium alloy

International Journal of Fatigue

2022 | journal-article

Analysis of ESAFORM 2021 cup drawing benchmark of an Al alloy, critical factors for accuracy and efficiency of FE simulations

International Journal of Material Forming

2022 | journal-article

Fatigue crack propagation analysis in 2024-T351 aluminium alloy using nonlinear parameters

International Journal of Fatigue

2021 | journal-article

Notch fatigue analysis and crack initiation life estimation of maraging steel fabricated by laser beam powder bed fusion under multiaxial loading

International Journal of Fatigue

2021 | journal-article

Improving Federated Learning Protection with Digital Envelopes.

27ª Conferência Portuguesa de Reconhecimento de Padrões (RECPAD 2021)

2021 | conference-poster

Melhorando a Protecção da Aprendizagem Federada com Envelopes Digitais

XXII Congresso Nacional da Ordem dos Engenheiros

2021 | conference-poster

Effect of input variables uncertainty in free tube hydroforming process

ESAFORM 2021

2021 | journal-article

Numerical study of the square cup stamping process: a stochastic analysis

ESAFORM 2021

2021 | journal-article

Mechanical design of ring tensile specimen via surrogate modelling for inverse material parameter identification

Mechanics of Materials

2021 | journal-article

Federated Learning as a Privacy-Providing Machine Learning for Defect Predictions in Smart Manufacturing

Smart and Sustainable Manufacturing Systems

2021 | journal-article

Enhancing Data Integrity, Confidentiality and Authenticity with Digital Envelopes and Federated Learning

Computational Science and AI in Industry (CSAI 2021)

2021 | conference-abstract

Influence of the mesh size on plastic CTOD

IbCSI 2020, 5th Iberian Conference on Structural Integrity

2021 | conference-abstract

Machine learning for predicting defects in sheet metal forming under uncertainty

WCCM 2020, 14th World Congress in Computational Mechanics

2021 | conference-abstract

Recent Advances and Applications of Machine Learning in Metal Forming Processes

MDPI

2021 | edited-book

Numerical Prediction of the Fatigue Crack Growth Rate in SLM Ti-6Al-4V Based on Crack Tip Plastic Strain

Metals

2020 | journal-article

Fatigue Crack Growth from Notches: A Numerical Analysis

Applied Sciences

2020 | journal-article

Numerical Study on the Forming Behaviour of Multilayer Sheets

Metals

2020 | journal-article

Performance Comparison of Parametric and Non-Parametric Regression Models for Uncertainty Analysis of Sheet Metal Forming Processes

Metals

2020 | journal-article

Numerical Study on the Variability of Plastic CTOD

Materials

2020 | journal-article

Model for fatigue crack growth analysis

1st Virtual Conference on Structural Integrity - VCSI1

2020 | conference-paper

A numerical study of the effect of isotropic hardening parameters on mode I fatigue crack growth

Metals

2020 | journal-article

Effect of Young's modulus on fatigue crack growth

International Journal of Fatigue

2020 | journal-article

Effect of kinematic hardening parameters on fatigue crack growth

Theoretical and Applied Fracture Mechanics

2020 | journal-article

Inverse identification of the work hardening law from circular and elliptical bulge tests

Journal of Materials Processing Technology

2020 | journal-article

A Mixed Experimental-numerical Energy-based Approach for Fatigue Life Assessment in Notched Samples under Multiaxial Loading

International Congress on Engineering — Engineering for Evolution

2019 | conference-paper

A mixed experimental-numerical energy-based approach for fatigue life assessment in notched samples under multiaxial loading

International Congress on Engineering (ICEUBI2019)

2019 | conference-abstract

Analytical sensitivity matrix for the inverse identification of hardening parameters of metal sheets

European Journal of Mechanics, A/Solids

2019 | journal-article

Comparing metamodeling techniques for variability analysis in sheet metal forming processes

AIP Conference Proceedings

2019 | conference-paper

Crack tip mechanisms: a numerical analysis

9th International Conference on Materials Structure and Micromechanics of Fracture

2019 | conference-paper

Effect of yield stress on fatigue crack growth

Frattura ed Integrita Strutturale

2019 | journal-article

Elastic correction of fatigue crack growth laws

Fatigue and Fracture of Engineering Materials and Structures

2019 | journal-article

Fatigue crack growth in maraging steel obtained by Selective Laser Melting

Applied Sciences (Switzerland)

2019 | journal-article

Fatigue crack growth in notched specimens: A numerical analysis

Frattura ed Integrita Strutturale

2019 | journal-article

Fatigue crack growth versus plastic CTOD in the 304L stainless steel

Engineering Fracture Mechanics

2019 | journal-article

Hole Expansion Tests of Metal Sheets: Numerical Study

3rd Doctoral Congress in Engineering (DCE19)

2019 | conference-abstract

Machine Learning-based Approach for Predicting Defects under Uncertainty in Sheet Metal Forming Processes

ECCOMAS Computational Methods in Multi-scale, Multi-uncertainty and Multi-physics Problems (CM4P)

2019 | conference-abstract

Mixed numerical-experimental method for generation of energy-life fatigue master curves

Material Design & Processing Communications

2019 | journal-article

Multiaxial fatigue life evaluation in notched components via a rapid elastic-plastic TSED approach

First International Symposium on Risk Analysis and Safety of Complex Structures and Components (IRAS 2019)

2019 | conference-abstract

Normal stress components during shear tests of metal sheets

International Journal of Mechanical Sciences

2019 | journal-article

Numerical prediction of fatigue threshold of metallic materials in vacuum

Engineering Fracture Mechanics

2019 | journal-article

Numerical study on hole expansion tests of metal sheets

Congress on Numerical Methods in Engineering (CMN2019)

2019 | conference-abstract

Rapid assessment of multiaxial fatigue lifetime in notched components using an averaged strain energy density approach

International Journal of Fatigue

2019 | journal-article

Single and ensemble classifiers for defect prediction in sheet metal forming under variability

Neural Computing and Applications

2019 | journal-article

Evaluation of ensemble methods for predicting defects in sheet metal forming

24th Portuguese Conference on Pattern Recognition (RECPAD 2018)

2018 | conference-poster

Analysis of fatigue crack growth based on plastic CTOD

Proceedings of the 19th International Colloquium on Mechanical Fatigue of Metals, University of Porto, Portugal

2018 | conference-paper

Analysis of fatigue crack propagation in sintered material based on plastic CTOD

Proceedings of the XVI Portuguese Conference on fracture (PCF 2018), Covilhã, Portugal

2018 | conference-paper

Evaluation of ensemble methods for predicting defects in sheet metal forming

24th Portuguese Conference on Pattern Recognition (RECPAD 2018)

2018 | conference-paper

Fatigue crack growth in the 2050-T8 aluminium alloy

International Journal of Fatigue

2018 | journal-article

Model Prediction of Defects in Sheet Metal Forming Processes

Communications in Computer and Information Science

2018 | book

New CTOD criterion for fatigue crack propagation analysis in 2024-t351 aluminium alloy

XXXV Encuentro del Grupo Español de Fractura

2018 | conference-abstract

New methodology of fatigue life evaluation for multiaxially loaded notched components based on two uniaxial strain-controlled tests

International Journal of Fatigue

2018 | journal-article

Numerical determination of plastic CTOD

Fatigue and Fracture of Engineering Materials and Structures

2018 | journal-article

Numerical study on the effect of mechanical properties variability in sheet metal forming processes

International Journal of Advanced Manufacturing Technology

2018 | journal-article

Multiaxial fatigue life prediction in notched samples based on fatigue master curves generated from two strain-controlled tests

Proceedings of the International Conference on Engineering (ICEUBI 2017)

2017 | conference-paper

Identification of the work hardening parameters using the bulge test with elliptical and circular dies

Book of Abstracts of the 2nd Symposium on Mechanical Engineering (DCE17)

2017 | conference-abstract

Anisotropy and plastic flow in the circular bulge test

International Journal of Mechanical Sciences

2017 | journal-article

Comparison of machine learning algorithms to build a model for predicting defects in sheet metal forming processes

Universidade de Coimbra Centro de Informatica e Sistemas

2017 | report

Effect of numerical parameters on plastic CTOD

Frattura ed Integrita Strutturale

2017 | journal-article

Fatigue crack growth modelling based on CTOD for the 7050-T6 alloy

Fatigue and Fracture of Engineering Materials and Structures

2017 | journal-article

Inverse identification of the Swift law parameters using the bulge test

International Journal of Material Forming

2017 | journal-article

Numerical determination of fatigue threshold from CTOD

Solid State Phenomena

2017 | book

On the influence of mechanical properties variability in the robustness of sheet metal forming processes

ECCOMAS Thematic Conference on Computational Modelling of Multi-Uncertainty and Multiscale Problems (COMUS17)

2017 | conference-abstract

Identification of material parameters for thin sheets from single biaxial tensile test using a sequential inverse identification strategy

International Journal of Material Forming

2016 | journal-article

Inverse Strategies for Identifying the Parameters of Constitutive Laws of Metal Sheets

Advances in Materials Science and Engineering

2016 | journal-article

Metodologia para determinação simultânea de parâmetros de leis constitutivas de chapas metálicas anisotrópicas, com recurso a um único ensaio

Ingenium (Revista oficial da Ordem dos Engenheiros)

2015 | newspaper-article

On the equivalence between sets of parameters of the yield criterion and the isotropic and kinematic hardening laws

International Journal of Material Forming

2015 | journal-article

On the identification of kinematic hardening with reverse shear test

Engineering with Computers

2015 | journal-article

Inverse Methodologies for Identifying Constitutive Parameters of Metal Sheets

Universidade de Coimbra

2014 | dissertation-thesis

A new strategy for the simultaneous identification of constitutive laws parameters of metal sheets using a single test

Computational Materials Science

2014 | journal-article

On the characterization of the plastic anisotropy in orthotropic sheet metals with a cruciform biaxial test

IOP Conference Series: Materials Science and Engineering

2014 | conference-paper

How to combine the parameters of the yield criteria and the hardening law

Key Engineering Materials

2013 | book

Inverse analysis methodology on metal sheets for constitutive parameters identification

International Journal of Materials Engineering Innovation

2013 | journal-article

Numerical study of mechanical behaviour of heterogeneous materials

Materials Science Forum

2013 | book

A simple method for estimation of residual stresses by depth-sensing indentation

Strain

2012 | journal-article

Inverse analysis for constitutive parameters identification of metal sheets using a single test

15th International Conference on Experimental Mechanics (ICEM 15)

2012 | conference-abstract

Inverse analysis methodology for constitutive parameters identification of metal sheets with a biaxial tensile test on a flat cruciform specimen

ECCOMAS Young Investigators Conference on Computational Methods in Applied Sciences (YIC 2012)

2012 | conference-abstract

Caracterização do comportamento plástico de chapas metálicas com recurso ao ensaio de expansão biaxial simétrica

Congresso de Métodos Numéricos e Computacionais em Engenharia (CMNE 2011)

2011 | conference-paper

Estudo numérico sobre o comportamento mecânico de materiais heterogéneos

Congresso de Métodos Numéricos e Computacionais em Engenharia (CMNE 2011)

2011 | conference-paper

Inverse analysis methodology for constitutive parameters identification of metal sheets using a cruciform tensile specimen

Congresso de Métodos Numéricos e Computacionais em Engenharia (CMNE 2011)

2011 | conference-paper

Metodologia de Análise Inversa para a Identificação Simultânea dos Parâmetros de Leis Constitutivas, com Recurso a um Provete Cruciforme

1º SIMPÓSIO CEMUC

2011 | conference-poster

Plastic deformation of heterogeneous materials: Numerical simulation study

Computational Plasticity XI - Fundamentals and Applications, COMPLAS XI

2011 | conference-paper

Metodologia de Análise Inversa para Determinação Simultânea dos Parâmetros de Leis Constitutivas, com Recurso a um Provete Cruciforme

Universidade de Coimbra

2010 | dissertation-thesis

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