Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys
Authors
Keywords
-
Journal
npj Computational Materials
Volume 8, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2022-03-14
DOI
10.1038/s41524-022-00727-5
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Developing parametrically upscaled constitutive and crack nucleation models for the α/β Ti64 alloy
- (2022) Jinlei Shen et al. INTERNATIONAL JOURNAL OF PLASTICITY
- An uncertainty quantification framework for multiscale parametrically homogenized constitutive models (PHCMs) of polycrystalline Ti alloys
- (2021) Deniz Ozturk et al. JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
- Examining metrics for fatigue life predictions of additively manufactured IN718 via crystal plasticity modeling including the role of simulation volume and microstructural constraints
- (2020) Veerappan Prithivirajan et al. MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING
- Uncertainty-quantified parametrically homogenized constitutive models (UQ-PHCMs) for dual-phase α/β titanium alloys
- (2020) Shravan Kotha et al. npj Computational Materials
- Machine Learning-Aided Parametrically Homogenized Crystal Plasticity Model (PHCPM) for Single Crystal Ni-Based Superalloys
- (2020) George Weber et al. JOM
- Two-way multi-scaling for predicting fatigue crack nucleation in titanium alloys using parametrically homogenized constitutive models
- (2019) Deniz Ozturk et al. JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
- Parametrically homogenized constitutive models (PHCMs) from micromechanical crystal plasticity FE simulations, part I: Sensitivity analysis and parameter identification for Titanium alloys
- (2019) Shravan Kotha et al. INTERNATIONAL JOURNAL OF PLASTICITY
- Fatigue deformation in a polycrystalline nickel base superalloy at intermediate and high temperature: Competing failure modes
- (2018) Jean Charles Stinville et al. ACTA MATERIALIA
- Microstructure and property based statistically equivalent RVEs for intragranular γ−γ' microstructures of Ni-based superalloys
- (2018) M. Pinz et al. ACTA MATERIALIA
- Is stored energy density the primary meso-scale mechanistic driver for fatigue crack nucleation?
- (2018) Bo Chen et al. INTERNATIONAL JOURNAL OF PLASTICITY
- 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
- Role of exterior statistics-based boundary conditions for property-based statistically equivalent representative volume elements of polydispersed elastic composites
- (2018) Dhirendra V Kubair et al. JOURNAL OF COMPOSITE MATERIALS
- 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
- Microstructure and Property-Based Statistically Equivalent Representative Volume Elements for Polycrystalline Ni-Based Superalloys Containing Annealing Twins
- (2018) Akbar Bagri et al. METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE
- Microstructural statistics for fatigue crack initiation in polycrystalline nickel-base superalloys
- (2017) J. C. Stinville et al. INTERNATIONAL JOURNAL OF FRACTURE
- Bayesian uncertainty quantification and propagation for validation of a microstructure sensitive model for prediction of fatigue crack initiation
- (2017) Saikumar R. Yeratapally et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- A combined grain scale elastic–plastic criterion for identification of fatigue crack initiation sites in a twin containing polycrystalline nickel-base superalloy
- (2016) J.C. Stinville et al. ACTA MATERIALIA
- Microstructure based fatigue life prediction framework for polycrystalline nickel-base superalloys with emphasis on the role played by twin boundaries in crack initiation
- (2016) Saikumar R. Yeratapally et al. ACTA MATERIALIA
- A non-Schmid crystal plasticity finite element approach to multi-scale modeling of nickel-based superalloys
- (2016) Shahriyar Keshavarz et al. ACTA MATERIALIA
- A method to generate conformal finite-element meshes from 3D measurements of microstructurally small fatigue-crack propagation
- (2016) A. D. Spear et al. FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES
- Crystal plasticity FE study of the effect of thermo-mechanical loading on fatigue crack nucleation in titanium alloys
- (2016) D. Ozturk et al. FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES
- Exterior statistics based boundary conditions for representative volume elements of elastic composites
- (2016) Somnath Ghosh et al. JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
- Thermo-mechanical deformation evolution in polycrystalline Ni-based superalloys by a hierarchical crystal plasticity model
- (2016) George R. Weber et al. MATERIALS AT HIGH TEMPERATURES
- High resolution mapping of strain localization near twin boundaries in a nickel-based superalloy
- (2015) J.C. Stinville et al. ACTA MATERIALIA
- Modeling strongly non-Gaussian non-stationary stochastic processes using the Iterative Translation Approximation Method and Karhunen–Loève expansion
- (2015) Hwanpyo Kim et al. COMPUTERS & STRUCTURES
- Sub-Grain Scale Digital Image Correlation by Electron Microscopy for Polycrystalline Materials during Elastic and Plastic Deformation
- (2015) J.C. Stinville et al. EXPERIMENTAL MECHANICS
- Hierarchical crystal plasticity FE model for nickel-based superalloys: Sub-grain microstructures to polycrystalline aggregates
- (2015) Shahriyar Keshavarz et al. INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
- Fatigue crack initiation, slip localization and twin boundaries in a nickel-based superalloy
- (2014) Clayton A. Stein et al. CURRENT OPINION IN SOLID STATE & MATERIALS SCIENCE
- Multi-scale crystal plasticity finite element model approach to modeling nickel-based superalloys
- (2013) Shahriyar Keshavarz et al. ACTA MATERIALIA
- Microstructural extremes and the transition from fatigue crack initiation to small crack growth in a polycrystalline nickel-base superalloy
- (2012) Jiashi Miao et al. ACTA MATERIALIA
- The influence of microstructure on surface strain distributions in a nickel micro-tension specimen
- (2012) T J Turner et al. MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING
- Uncertainty quantification and model validation of fatigue crack growth prediction
- (2011) Shankar Sankararaman et al. ENGINEERING FRACTURE MECHANICS
- Dual-stage nested homogenization for rate-dependent anisotropic elasto-plasticity model of dendritic cast aluminum alloys
- (2011) Daniel Paquet et al. INTERNATIONAL JOURNAL OF PLASTICITY
- Modeling large-strain deformation behavior and neighborhood effects during hot working of a coarse-grain nickel-base superalloy
- (2011) T J Turner et al. MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING
- A geometric approach to modeling microstructurally small fatigue crack formation: II. Physically based modeling of microstructure-dependent slip localization and actuation of the crack nucleation mechanism in AA 7075-T651
- (2010) J D Hochhalter et al. MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING
- Crystallographic fatigue crack initiation in nickel-based superalloy René 88DT at elevated temperature
- (2009) Jiashi Miao et al. ACTA MATERIALIA
- Influence of directional strength-to-stiffness on the elastic–plastic transition of fcc polycrystals under uniaxial tensile loading
- (2009) S.L. Wong et al. ACTA MATERIALIA
- Homogenization-based continuum plasticity-damage model for ductile failure of materials containing heterogeneities
- (2009) Somnath Ghosh et al. JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
- Viscoplasticity of heterogeneous metallic materials
- (2008) David L. McDowell MATERIALS SCIENCE & ENGINEERING R-REPORTS
- An innovating analysis of the Nataf transformation from the copula viewpoint
- (2008) Régis Lebrun et al. PROBABILISTIC ENGINEERING MECHANICS
- A generalization of the Nataf transformation to distributions with elliptical copula
- (2008) Régis Lebrun et al. PROBABILISTIC ENGINEERING MECHANICS
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started