4 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 4 cited
Physics-Informed Machine Learning for Smart Additive Manufacturing
Rahul Sharma, Maziar Raissi, Y. B. Guo
Compared to physics-based computational manufacturing, data-driven models such as machine learning (ML) are alternative approaches to achieve smart manufacturing. However, the data…
cs.LG2023★ 2 cited
Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics
R. Sharma, W. Grace Guo, M. Raissi +1
Melt pool dynamics in metal additive manufacturing (AM) is critical to process stability, microstructure formation, and final properties of the printed materials. Physics-based sim…