4 citations · 6 across the 3 of their papers we have counts for
3 papers
cond-mat.mtrl-sci2025
A Multi-Agent Framework Integrating Large Language Models and Generative AI for Accelerated Metamaterial Design
Jie Tian, Martin Taylor Sobczak, Dhanush Patil +10
Metamaterials, renowned for their exceptional mechanical, electromagnetic, and thermal properties, hold transformative potential across diverse applications, yet their design remai…
cs.CL2024★ 4 cited
Assessing Large Language Models in Mechanical Engineering Education: A Study on Mechanics-Focused Conceptual Understanding
Jie Tian, Jixin Hou, Zihao Wu +11
This study is a pioneering endeavor to investigate the capabilities of Large Language Models (LLMs) in addressing conceptual questions within the domain of mechanical engineering w…
cs.LG2023★ 2 cited
Exploring hyperelastic material model discovery for human brain cortex: multivariate analysis vs. artificial neural network approaches
Jixin Hou, Nicholas Filla, Xianyan Chen +3
Traditional computational methods, such as the finite element analysis, have provided valuable insights into uncovering the underlying mechanisms of brain physical behaviors. Howev…