Simulations

I am currently employing agent-based models (ABMs) to represent the osteointegration process, with the aim of scaling up these simulations using machine learning techniques.

In parallel, I am developing a two-temperature model simulation for laser ablation, which integrates thermal analysis with mesh displacement to capture material removal. Here as well, I plan to leverage deep neural networks both to correlate simulation outcomes with experimental data and to reduce computational costs.