A review on the tensile behavior of fiber-reinforced polymer composites under varying strain rates and temperatures

A Ahmed, MZ Rahman, Y Ou, S Liu, B Mobasher… - … and Building Materials, 2021 - Elsevier
The fiber-reinforced polymer (FRP) composites are currently widely used in infrastructure
construction, and the study on the dynamic performance and temperature sensitivity is still …

A review of damage, void evolution, and fatigue life prediction models

HW Lee, C Basaran - Metals, 2021 - mdpi.com
Degradation, damage evolution, and fatigue models in the literature for various engineering
materials, mostly metals and composites, are reviewed. For empirical models established …

[HTML][HTML] Modeling of ductile fracture from shear to balanced biaxial tension for sheet metals

Y Lou, L Chen, T Clausmeyer, AE Tekkaya… - International Journal of …, 2017 - Elsevier
A ductile fracture model is proposed to describe shear fracture of sheet metals from shear to
balanced biaxial tension via uniaxial and plane strain tension. The fracture criterion models …

Microstructural evolution and strain hardening behavior of a novel two-stage warm rolled ultra-high strength medium Mn steel with heterogeneous structures

Y Zou, H Ding, Y Zhang, Z Tang - International Journal of Plasticity, 2022 - Elsevier
A heterostructured medium Mn steel with duplex phases (ferrite and austenite) and multiple
morphologies (lath-typed and granular) is fabricated by a novel two-stage warm rolling …

Machine-learning based temperature-and rate-dependent plasticity model: application to analysis of fracture experiments on DP steel

X Li, CC Roth, D Mohr - International Journal of Plasticity, 2019 - Elsevier
Slow, intermediate and high strain rate experiments are carried out on flat smooth and
notched tensile specimens extracted from dual phase steel sheets. A split Hopkinson …

Strain rate and temperature dependent fracture of aluminum alloy 7075: Experiments and neural network modeling

KS Pandya, CC Roth, D Mohr - International Journal of Plasticity, 2020 - Elsevier
Complex structural components made from 7xxx series alloys are usually manufactured
through hot stamping due to their low ductility at room temperature. With the help of a custom …

Neural network model describing the temperature-and rate-dependent stress-strain response of polypropylene

B Jordan, MB Gorji, D Mohr - International Journal of Plasticity, 2020 - Elsevier
A machine learning based model is proposed to describe the temperature and strain rate
dependent response of polypropylene. A hybrid modeling approach is taken by combining …

Damage in metal forming

AE Tekkaya, PO Bouchard, S Bruschi, CC Tasan - CIRP Annals, 2020 - Elsevier
Physical mechanisms of ductile damage in metal forming, experimental characterization
methods for damage, and models predicting the damage level in formed components are …

[HTML][HTML] Counterexample-trained neural network model of rate and temperature dependent hardening with dynamic strain aging

X Li, CC Roth, C Bonatti, D Mohr - International Journal of Plasticity, 2022 - Elsevier
Constitutive models dealing with the thermal and visco-plasticity of metals have seen wide
applications in the automotive industry. A basic plasticity and fracture characterization of a …

[HTML][HTML] Neural network based rate-and temperature-dependent Hosford–Coulomb fracture initiation model

X Li, CC Roth, D Mohr - International Journal of Mechanical Sciences, 2023 - Elsevier
The accurate description of the strain rate and temperature dependent response of metals is
a perpetual quest in crashworthiness and forming applications. In the present study …