2 papers
cond-mat.mtrl-sci2026
Machine Learning-Driven Creep Law Discovery Across Alloy Compositional Space
Hongshun Chen, Ryan Zhou, Rujing Zha +8
Hihg-temperature creep characterization of structural alloys traditionally relies on serial uniaxial tests, which are highly inefficient for exploring the large search space of all…
physics.comp-ph2025
Efficient GPU-computing simulation platform JAX-PF for differentiable phase field model
Fanglei Hu, Jiachen Guo, Stephen Niezgoda +2
We present JAX-PF, an open-source, GPU-accelerated, and differentiable Phase Field (PF) software package, supporting both explicit and implicit time stepping schemes. Leveraging th…