constitutive modeling 1dynamic recrystallization 1hot deformation 1physics-informed neural networks 1titanium alloy 1
From the 2 of 2 linked papers with an AI index.
2 papers
cond-mat.mtrl-sci2026
Decoupling Strain-Rate Sensitivity and Deformation Length Scale Effects in Neutron-Irradiated Tungsten: A Coupled Nano-Indentation, HR-EBSD and Crystal Plasticity Study
Prashil S. Joshi, Bethany Jim, Chris Hardie +3
Plastic deformation during strain-rate-controlled spherical nanoindentation is governed by the coupled evolution of constitutive strain-rate sensitivity and deformation length scal…
cond-mat.mtrl-sci2026
Physics-Informed Residual Deep Learning for Constitutive Modeling of Hot Deformation and Dynamic Recrystallization in a Mo-Rich Titanium Alloy
Prashil S. Joshi, Diksha Mahadule, Rajesh K. Khatirkar
The paper introduces two stacked residual physics‑informed neural network models to predict hot deformation flow stress and dynamic recrystallization behavior of a Mo‑rich α+β tita…