Applications of data-driven approaches in prediction of fatigue and fracture
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Applications of data-driven approaches in prediction of fatigue and fracture
Authors
Keywords
-
Journal
Materials Today Communications
Volume 33, Issue -, Pages 104437
Publisher
Elsevier BV
Online
2022-09-16
DOI
10.1016/j.mtcomm.2022.104437
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Deep learning regression-based stratified probabilistic combined cycle fatigue damage evaluation for turbine bladed disks
- (2022) Xue-Qin Li et al. INTERNATIONAL JOURNAL OF FATIGUE
- Failure analysis of 3D-printed PLA components: Impact of manufacturing defects and thermal ageing
- (2022) Mohammad Reza Khosravani et al. ENGINEERING FAILURE ANALYSIS
- Machine learning based very-high-cycle fatigue life prediction of Ti-6Al-4V alloy fabricated by selective laser melting
- (2022) Jun Li et al. INTERNATIONAL JOURNAL OF FATIGUE
- Gaussian process regression based remaining fatigue life prediction for metallic materials under two-step loading
- (2022) Jingjing Gao et al. INTERNATIONAL JOURNAL OF FATIGUE
- Revealing the complex effects of particle bands on fatigue crack growth in an extruded aluminium matrix composite
- (2022) Jiwei Geng et al. INTERNATIONAL JOURNAL OF FATIGUE
- Microstructural and geometrical size effects on the fatigue of metallic materials
- (2022) Zebang Zheng et al. INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES
- Continuum damage mechanics based probabilistic fatigue life prediction for metallic material
- (2022) Xiaoran Liu et al. Journal of Materials Research and Technology-JMR&T
- On the efficiency of machine learning for fatigue assessment of post-processed additively manufactured AlSi10Mg
- (2022) E. Maleki et al. INTERNATIONAL JOURNAL OF FATIGUE
- Fatigue damage growth and fatigue life of unidirectional composites
- (2021) Bent F. Sørensen et al. COMPOSITES SCIENCE AND TECHNOLOGY
- Fatigue studies of CoCrFeMnNi high entropy alloy films using nanoindentation dynamic mechanical analyses
- (2021) Ze Wang et al. SURFACE & COATINGS TECHNOLOGY
- Porosity and pore design influence on fatigue behavior of 3D printed scaffolds for trabecular bone replacement
- (2021) R. Baptista et al. Journal of the Mechanical Behavior of Biomedical Materials
- Data-driven fatigue life prediction in additive manufactured titanium alloy: A damage mechanics based machine learning framework
- (2021) Zhixin Zhan et al. ENGINEERING FRACTURE MECHANICS
- Numerical life prediction of unidirectional fiber composites under block loading conditions using a progressive fatigue damage model
- (2021) M. Brod et al. INTERNATIONAL JOURNAL OF FATIGUE
- Data-driven method for real-time prediction and uncertainty quantification of fatigue failure under stochastic loading using artificial neural networks and Gaussian process regression
- (2021) Maor Farid INTERNATIONAL JOURNAL OF FATIGUE
- Analysis of notch effect in the fracture behaviour of additively manufactured PLA and graphene reinforced PLA
- (2021) Sergio Cicero et al. THEORETICAL AND APPLIED FRACTURE MECHANICS
- Machine learning in predicting mechanical behavior of additively manufactured parts
- (2021) Sara Nasiri et al. Journal of Materials Research and Technology-JMR&T
- Fracture and fatigue in additively manufactured metals
- (2021) Thorsten Hermann Becker et al. ACTA MATERIALIA
- Review of hybrid composites fatigue
- (2021) Peiyuan Zuo et al. COMPOSITE STRUCTURES
- Using thermal annealing and salt remelting to increase tensile properties of 3D FDM prints
- (2021) Agnieszka Szust et al. ENGINEERING FAILURE ANALYSIS
- Data‐driven approach to construct a fracture toughness master curve for ferritic steels based on tensile properties
- (2021) Toshiyuki Meshii FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES
- A probabilistic fatigue life prediction for adhesively bonded joints via ANNs-based hybrid model
- (2021) Karthik Reddy Lyathakula et al. INTERNATIONAL JOURNAL OF FATIGUE
- Study on fracture behavior of nickel-based single crystal superalloy subjected to high temperature fatigue using digital image correlation
- (2021) Q.Y. Duan et al. INTERNATIONAL JOURNAL OF FATIGUE
- An approach for predicting fatigue life of CFRP retrofitted metallic structural details
- (2021) Anis Mohabeddine et al. INTERNATIONAL JOURNAL OF FATIGUE
- Slow crack growth in laminate composites via in-situ X-ray tomography and simulations
- (2021) Imad Hanhan et al. INTERNATIONAL JOURNAL OF FATIGUE
- Flexural fatigue properties and failure propagation of 3D stitched composites under 3-point bending loading
- (2021) Wen Song et al. INTERNATIONAL JOURNAL OF FATIGUE
- Data-driven rate-dependent fracture mechanics
- (2021) P. Carrara et al. JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
- A review on voids of 3D printed parts by fused filament fabrication
- (2021) Yubo Tao et al. Journal of Materials Research and Technology-JMR&T
- Data-driven and topological design of structural metamaterials for fracture resistance
- (2021) Daicong Da et al. Extreme Mechanics Letters
- Fatigue life prediction of needled ceramic matrix composite under variable amplitude loading
- (2021) Geng Hou et al. INTERNATIONAL JOURNAL OF FATIGUE
- Effect of loading frequency on the fatigue life in compression of natural hydraulic lime mortars
- (2021) L. Garijo et al. THEORETICAL AND APPLIED FRACTURE MECHANICS
- Prediction of maximum fatigue indicator parameters for duplex Ti–6Al–4V using extreme value theory
- (2020) Tang Gu et al. ACTA MATERIALIA
- Review on fatigue life prediction models of welded joint
- (2020) Guozheng Kang et al. ACTA MECHANICA SINICA
- Progress and challenges in fabrication of wearable sensors for health monitoring
- (2020) Sara Nasiri et al. SENSORS AND ACTUATORS A-PHYSICAL
- A data-driven approach based on long short-term memory and hidden Markov model for crack propagation prediction
- (2020) Duyen H. Nguyen-Le et al. ENGINEERING FRACTURE MECHANICS
- On the notch fatigue strength of additively manufactured polylactide (PLA)
- (2020) O.H. Ezeh et al. INTERNATIONAL JOURNAL OF FATIGUE
- Fatigue behavior of PLA-wood composite manufactured by fused filament fabrication
- (2020) J. Antonio Travieso-Rodriguez et al. Journal of Materials Research and Technology-JMR&T
- Fatigue behaviour of FDM-3D printed polymers, polymeric composites and architected cellular materials
- (2020) Vigneshwaran Shanmugam et al. INTERNATIONAL JOURNAL OF FATIGUE
- Defects in additive manufactured metals and their effect on fatigue performance: A state-of-the-art review
- (2020) Niloofar Sanaei et al. PROGRESS IN MATERIALS SCIENCE
- Fracture behavior of additively manufactured components: A review
- (2020) Mohammad Reza Khosravani et al. THEORETICAL AND APPLIED FRACTURE MECHANICS
- Data-driven fracture mechanics
- (2020) P. Carrara et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Simplified ResNet approach for data driven prediction of microstructure-fatigue relationship
- (2020) Christian Gebhardt et al. MECHANICS OF MATERIALS
- A machine-learning fatigue life prediction approach of additively manufactured metals
- (2020) Hongyixi Bao et al. ENGINEERING FRACTURE MECHANICS
- A data-driven approach to construct a quantitative relationship between microstructural features of fatigue cracks and contact acoustic nonlinearity
- (2019) Jiang Jin et al. AIP Advances
- High cycle fatigue life prediction of laser additive manufactured stainless steel: A machine learning approach
- (2019) Meng Zhang et al. INTERNATIONAL JOURNAL OF FATIGUE
- Data-driven enhancement of fracture paths in random composites
- (2019) Johann Guilleminot et al. MECHANICS RESEARCH COMMUNICATIONS
- Metallurgy principles applied to powder bed fusion 3D printing/additive manufacturing of personalized and optimized metal and alloy biomedical implants: an overview
- (2019) L.E. Murr Journal of Materials Research and Technology-JMR&T
- Residual strength of additive manufactured ABS parts subjected to fatigue loading
- (2019) C.W. Ziemian et al. INTERNATIONAL JOURNAL OF FATIGUE
- Data-driven multi-scale multi-physics models to derive process–structure–property relationships for additive manufacturing
- (2018) Wentao Yan et al. COMPUTATIONAL MECHANICS
- Grain size and loading conditions influence on fatigue crack propagation in a Cu-Zn-Al shape memory alloy
- (2018) F. Iacoviello et al. INTERNATIONAL JOURNAL OF FATIGUE
- Surface roughness effects on the fatigue strength of additively manufactured Ti-6Al-4V
- (2018) Jonathan Pegues et al. INTERNATIONAL JOURNAL OF FATIGUE
- Data-Driven Mechanistic Modeling of Influence of Microstructure on High-Cycle Fatigue Life of Nickel Titanium
- (2018) Orion L. Kafka et al. JOM
- A Data Analytics Approach to Discovering Unique Microstructural Configurations Susceptible to Fatigue
- (2018) S. K. Jha et al. JOM
- Data-Driven Correlation Analysis Between Observed 3D Fatigue-Crack Path and Computed Fields from High-Fidelity, Crystal-Plasticity, Finite-Element Simulations
- (2018) Kyle D. Pierson et al. JOM
- Data-Science Analysis of the Macro-scale Features Governing the Corrosion to Crack Transition in AA7050-T7451
- (2018) Noelle Easter C. Co et al. JOM
- Predicting the 3D fatigue crack growth rate of small cracks using multimodal data via Bayesian networks: In-situ experiments and crystal plasticity simulations
- (2018) Andrea Rovinelli et al. JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
- Effects of thickness and orientation on the small scale fracture behaviour of additively manufactured Ti-6Al-4V
- (2018) J. Dzugan et al. MATERIALS CHARACTERIZATION
- Prediction of dynamic properties of ultra-high performance concrete by an artificial intelligence approach
- (2018) Mohammad Reza Khosravani et al. ADVANCES IN ENGINEERING SOFTWARE
- Data-driven evaluation of fatigue performance of additive manufactured parts using miniature specimens
- (2018) H.Y. Wan et al. JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY
- Static and Fatigue Tests on Cementitious Cantilever Beams Using Nanoindenter
- (2018) Yidong Gan et al. Micromachines
- Linear smoothed extended finite element method for fatigue crack growth simulations
- (2018) M. Surendran et al. ENGINEERING FRACTURE MECHANICS
- A new approach in testing fatigue fracture mechanics properties in asymmetrical bonded composite/metal assemblies
- (2018) G. Zambelis et al. COMPOSITES PART B-ENGINEERING
- Fatigue analysis of railway wheel using a multiaxial strain-based critical-plane index
- (2017) M. Kiani et al. FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES
- Variable amplitude fatigue behavior of neat and short glass fiber reinforced thermoplastics
- (2017) Mohammadreza Eftekhari et al. INTERNATIONAL JOURNAL OF FATIGUE
- Fatigue behaviour of additive manufactured Ti6Al4V, with as-built surfaces, exposed to variable amplitude loading
- (2017) M. Kahlin et al. INTERNATIONAL JOURNAL OF FATIGUE
- Progress Towards Metal Additive Manufacturing Standardization to Support Qualification and Certification
- (2017) Mohsen Seifi et al. JOM
- Strain-controlled fatigue behaviors of porous PLA-based scaffolds by 3D-printing technology
- (2017) Baoming Gong et al. JOURNAL OF BIOMATERIALS SCIENCE-POLYMER EDITION
- Experimental investigations of the environmental effects on stability and integrity of composite sandwich T-joints
- (2017) M. R. Khosravani et al. MATERIALWISSENSCHAFT UND WERKSTOFFTECHNIK
- A hybrid prognosis model for predicting fatigue crack propagation under biaxial in-phase and out-of-phase loading
- (2017) Rajesh Kumar Neerukatti et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- Experimental determination of the mode I delamination fracture and fatigue properties of thin 3D woven composites
- (2016) G. Stegschuster et al. COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING
- Low-cycle fatigue behavior of 3d-printed PLA-based porous scaffolds
- (2016) F.S. Senatov et al. COMPOSITES PART B-ENGINEERING
- Effects of fiber orientation and anisotropy on tensile strength and elastic modulus of short fiber reinforced polymer composites
- (2015) Seyyedvahid Mortazavian et al. COMPOSITES PART B-ENGINEERING
- Fatigue performance evaluation of selective laser melted Ti–6Al–4V
- (2014) P. Edwards et al. MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING
- Characterization of the strain-life fatigue properties of thin sheet metal using an optical extensometer
- (2014) Shuiqiang Zhang et al. OPTICS AND LASERS IN ENGINEERING
- Fatigue performance of tubular X-joints with PJP+ welds: II — Numerical investigation
- (2013) Xudong Qian et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Reliability analysis of solder joints due to creep and fatigue in microelectronic packaging using microindentation technique
- (2013) D. Chicot et al. MICROELECTRONICS RELIABILITY
- Fatigue performance of additive manufactured metallic parts
- (2013) A.B. Spierings et al. RAPID PROTOTYPING JOURNAL
- Improved variable-amplitude fatigue behavior of a glass-fiber-reinforced hybrid-toughened epoxy composite
- (2011) C. M. Manjunatha et al. JOURNAL OF REINFORCED PLASTICS AND COMPOSITES
- Microstructural size effects on mechanical properties of high purity nickel
- (2010) C. Keller et al. INTERNATIONAL JOURNAL OF PLASTICITY
- Fracture Paths from Front Kinetics: Relaxation and Rate Independence
- (2009) C. J. Larsen et al. ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS
- From Rate-Dependent to Rate-Independent Brittle Crack Propagation
- (2009) Matteo Negri JOURNAL OF ELASTICITY
- An investigation of bending fatigue behavior for glass-fiber reinforced polyester composite materials
- (2007) Raif Sakin et al. MATERIALS & DESIGN
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationPublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More