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 …

[HTML][HTML] Numerical and experimental crack-tip cohesive zone laws with physics-informed neural networks

H Tran, YF Gao, HB Chew - Journal of the Mechanics and Physics of Solids, 2024 - Elsevier
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 …

Dual-scale porosity effects on crack growth in additively manufactured metals: 3D ductile fracture models

R Muro-Barrios, Y Cui, J Lambros, HB Chew - Journal of the Mechanics and …, 2022 - Elsevier
The presence of microstructural defects resulting in unpredictable failure behavior has
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 …

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 …

[HTML][HTML] Effects of pressure-sensitivity and plastic dilatancy on void growth and interaction

HB Chew, TF Guo, L Cheng - International Journal of Solids and Structures, 2006 - Elsevier
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 …

Two-scale porosity effects on cohesive crack growth in a ductile media

Y Cui, YF Gao, HB Chew - International Journal of Solids and Structures, 2020 - Elsevier
Microstructures with two distinct size-scales of voids are commonplace in additively-
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

L Chen, J Zhou, HW Chu… - Applied …, 2018 - asmedigitalcollection.asme.org
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 …

Cohesive zone interpretations of phase-field fracture models

H Tran, HB Chew - Journal of Applied Mechanics, 2022 - asmedigitalcollection.asme.org
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 …

[HTML][HTML] Microvoiding and constitutive damage modeling with artificial neural networks

N Li, HB Chew - International Journal of Solids and Structures, 2025 - Elsevier
Continuum models of porous media have revolutionized computational fracture mechanics
for traditional ductile materials, but the inherent assumptions have limited generalizability to …