Projects
Semantic Inverse Design of Cellular Structures in Implicit Field Space
Semantic inverse design framework that lets a user describe the behavior they want in natural language and receive multiple candidate unit-cell geometries represented in implicit field space.
Surrogate-Assisted Optimization of a 1D Heterogeneous Bar
FEA ground truth and neural network surrogate to accelerate compliance minimization under mass constraints.
Lenovo AI Chatbot for Recommending Computer Components
Knowledge Graphs integrated LLM AI Chatbot.