Crack path predictions in heterogeneous media by machine learning
M Worthington, HB Chew - Journal of the Mechanics and Physics of Solids, 2023 - Elsevier
The interaction between stress fields at the crack-tip and nearby microstructural
heterogeneities influences the crack path, and in turn, the effective fracture toughness of a …
heterogeneities influences the crack path, and in turn, the effective fracture toughness of a …
[HTML][HTML] Numerical and experimental crack-tip cohesive zone laws with physics-informed neural networks
The cohesive zone law represents the constitutive traction versus separation response
along the crack-tip process zone of a material, which bridges the microscopic fracture …
along the crack-tip process zone of a material, which bridges the microscopic fracture …
Dual-scale porosity effects on crack growth in additively manufactured metals: 3D ductile fracture models
The presence of microstructural defects resulting in unpredictable failure behavior has
limited the use of additively manufactured (AM) metals in structural applications. In addition …
limited the use of additively manufactured (AM) metals in structural applications. In addition …
[HTML][HTML] Void interaction and coalescence in polymeric materials
L Cheng, TF Guo - International Journal of Solids and Structures, 2007 - Elsevier
Beyond pressure-sensitivity, plastic deformation of glassy polymers exhibits intrinsic
softening followed by progressive rehardening at large strains. This highly nonlinear stress …
softening followed by progressive rehardening at large strains. This highly nonlinear stress …
Microstructure effects on fatigue crack growth in additively manufactured Ti–6Al–4V
R VanSickle, D Foehring, HB Chew… - Materials Science and …, 2020 - Elsevier
In this work we investigate the relationship between the different microstructural features in
additively-manufactured (AM) Direct Metal Laser Deposited Ti–6Al–4V alloys and the …
additively-manufactured (AM) Direct Metal Laser Deposited Ti–6Al–4V alloys and the …
[HTML][HTML] Effects of pressure-sensitivity and plastic dilatancy on void growth and interaction
Hydrostatic stress can affect the non-elastic deformation and flow stress of polymeric
materials and certain metallic alloys. This sensitivity to hydrostatic stress can also influence …
materials and certain metallic alloys. This sensitivity to hydrostatic stress can also influence …
Two-scale porosity effects on cohesive crack growth in a ductile media
Microstructures with two distinct size-scales of voids are commonplace in additively-
manufactured metals. The smaller-scale voids nucleate from inclusions within the metal …
manufactured metals. The smaller-scale voids nucleate from inclusions within the metal …
A review on water vapor pressure model for moisture permeable materials subjected to rapid heating
This paper presents a comprehensive review and comparison of different theories and
models for water vapor pressure under rapid heating in moisture permeable materials, such …
models for water vapor pressure under rapid heating in moisture permeable materials, such …
Cohesive zone interpretations of phase-field fracture models
Unlike micromechanics failure models that have a well-defined crack path, phase-field
fracture models are capable of predicting the crack path in arbitrary geometries and …
fracture models are capable of predicting the crack path in arbitrary geometries and …
[HTML][HTML] Microvoiding and constitutive damage modeling with artificial neural networks
Continuum models of porous media have revolutionized computational fracture mechanics
for traditional ductile materials, but the inherent assumptions have limited generalizability to …
for traditional ductile materials, but the inherent assumptions have limited generalizability to …