laser ablation 1material property inversion 1non-contact characterization 1physics-informed neural networks 1thermo-mechanical coupling 1
From the 1 of 2 linked papers with an AI index.
1 citations · 1 across the 2 of their papers we have counts for
2 papers
physics.plasm-ph2026
Measurement of multiple mechanical properties from multi-dimensional signals in nanosecond laser ablation via PINN
Ying Zhou, Jian Wu, Ziyuan Song +6
The paper introduces a physics‑informed neural network that uses thermo‑mechanical coupling and multi‑modal laser‑ablation measurements to simultaneously infer several mechanical p…
physics.plasm-ph2026★ 1 cited
Coupling model of metallic target ablation-plasma evolution-radiation under nanosecond laser irradiation
Ying Zhou, Jian Wu, Hao Sun +8
The interaction of nanosecond laser pulses with metallic materials involves multiple complex physical processes. It is challenging to construct a self-consistent model capable of u…