I optimize complex systems using LS-DYNA and AI. Bridging the gap between structural dynamics and machine learning.
My work focuses on Finite Element Analysis (FEA) under extreme loading conditions. I utilize Deep Learning to create surrogate models that predict structural behavior 95% faster than traditional solvers.
Blast simulation on reinforced concrete is time-intensive. My dissertation introduced a Machine Learning framework to predict the damage index of CFRP-retrofitted columns instantly.
View DissertationExplicit dynamics & Blast loading.
Pandas, PyTorch, Automation.
Dynamo scripting & Parametric design.
High-rise structural analysis.