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math.GM2026
Uncertainty-Aware Crack Growth Forecasting via Conditional Denoising Diffusion Models for Phase-Field Fracture
Jahnavi Krishna Koda, S. M. Mallikarjunaiah
The accurate prediction of brittle crack initiation, propagation, and complex topological evolution remains computationally prohibitive when utilizing traditional high-fidelity pha…
math.GM2026
Computational modeling of crack-tip fields in transversely isotropic strain-limiting solids subjected to piecewise linear slope loads
S. M. Mallikarjunaiah, Saugata Ghosh, Dambaru Bhatta
Crack-tip fields within a transversely isotropic strain-limiting elastic body are investigated under the influence of piecewise linear slope boundary loads. The mechanical response…