Materials informatics for mechanical deformation: A review of applications and challenges
K Frydrych, K Karimi, M Pecelerowicz, R Alvarez… - Materials, 2021 - mdpi.com
In the design and development of novel materials that have excellent mechanical properties,
classification and regression methods have been diversely used across mechanical …
classification and regression methods have been diversely used across mechanical …
Coupling in situ experiments and modeling–Opportunities for data fusion, machine learning, and discovery of emergent behavior
MD Sangid - Current Opinion in Solid State and Materials Science, 2020 - Elsevier
This paper reviews recent studies, that not only includes both experiments and modeling
components, but celebrates a close coupling between these techniques, in order to provide …
components, but celebrates a close coupling between these techniques, in order to provide …
A microstructure-based fatigue model for additively manufactured Ti-6Al-4V, including the role of prior β boundaries
S Krishnamoorthi, R Bandyopadhyay… - International Journal of …, 2023 - Elsevier
Microstructure-based models of additive manufactured (AM) Ti-6Al-4V should faithfully
represent the unique microstructural features of these materials to provide a more thorough …
represent the unique microstructural features of these materials to provide a more thorough …
The mechanistic link between macrozones and dwell fatigue in titanium alloys
This paper addresses the role of macrozone crystallography and morphology in dwell
fatigue in titanium alloy Ti-6Al-4V. Until now, the relationship between macrozones and …
fatigue in titanium alloy Ti-6Al-4V. Until now, the relationship between macrozones and …
Study on the crack nucleation mechanism of Ti-2Al-2.5 Zr alloy in low cycle fatigue: Quasi in-situ experiments and crystal plasticity simulation
S Wang, Z Ning, P Li, M Li, Q Lin, H Wu… - International Journal of …, 2023 - Elsevier
The fatigue crack nucleation mechanism of Ti-2Al-2.5 Zr alloy was investigated using the
coupling method of quasi in-situ tests with crystal plasticity (CP) simulation. The constitutive …
coupling method of quasi in-situ tests with crystal plasticity (CP) simulation. The constitutive …
Modeling the statistical distribution of fatigue crack formation lifetime in large volumes of polycrystalline microstructures
Microstructure-scale interactions involving crystallographic texture (orientation and
disorientation distributions), distributions of grain shape and size, nearest neighbor …
disorientation distributions), distributions of grain shape and size, nearest neighbor …
Direct comparison of microstructure-sensitive fatigue crack initiation via crystal plasticity simulations and in situ high-energy X-ray experiments
The qualification of engineering materials requires extensive testing of the time-dependent
performance of the material, namely the fatigue behavior. Model-based approaches for …
performance of the material, namely the fatigue behavior. Model-based approaches for …
Microcrack formation under normal and dwell fatigue of IMI 834
Dwell sensitivity of titanium alloys at ambient temperature (∼ 25° C) is a well-reported
phenomenon, although the question about the phenomena of crack initiation remains open …
phenomenon, although the question about the phenomena of crack initiation remains open …
Multi-scale modelling of structure-property relationship in additively manufactured metallic materials
This paper presents a multi-scale modelling framework to evaluate the structure-property
relationship of metallic materials fabricated by powder-bed additive manufacturing (AM) …
relationship of metallic materials fabricated by powder-bed additive manufacturing (AM) …
Prediction of maximum fatigue indicator parameters for duplex Ti–6Al–4V using extreme value theory
Abstract Fatigue Indicator Parameters (FIPs) based on the cyclic plastic strain are used as
surrogate measures of the driving force for fatigue crack formation. For a given …
surrogate measures of the driving force for fatigue crack formation. For a given …