42 citations · 155 across the 16 of their papers we have counts for
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Data-Driven Cohesive Zone Modeling within the Generalized Standard Materials Framework
Sida Hao, Jinkyo Han, Bahador Bahmani
Cohesive zone models are widely used to describe fracture and interfacial failure, yet most formulations prescribe problem-specific analytical traction-separation laws together wit…
Constitutive Priors for Inverse Design
Jinkyo Han, Bahador Bahmani
With recent advances in material synthesis and additive manufacturing, material systems can be designed to achieve prescribed mechanical responses. An important class of such probl…
Neural Operator Representation of Granular Micromechanics-based Failure Envelope
Jinkyo Han, Payam Poorsolhjouy, Bahador Bahmani
Micromechanics-based granular models are widely used to predict the failure behavior of porous and particulate materials, including concrete, soils, foams, and biological tissues.…
Conformal Quantile Regression for Neural Probabilistic Constitutive Modeling
Bahador Bahmani
Biological soft tissues exhibit substantial inter-subject variability, making the automation of constitutive material modeling essential for patient-specific analysis and design. S…