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.
7 citations · 7 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★ 7 cited
Physics-informed genetic algorithms (PIGAs) facilitating LIBS spectral normalization with shockwave characteristics
Ying Zhou, Jian Wu, Mingxin Shi +6
Inspired by physics-informed neural networks (PINNs) inheriting both the interpretability of physical laws and the efficient integration capability of machine learning, we propose…