2 papers
physics.app-ph2025
Accelerating Scientific Research Through a Multi-LLM Framework
Joaquin Ramirez-Medina, Mohammadmehdi Ataei, Alidad Amirfazli
The exponential growth of academic publications poses challenges for the research process, such as literature review and procedural planning. Large Language Models (LLMs) have emer…
cs.LG2025
e-SimFT: Alignment of Generative Models with Simulation Feedback for Pareto-Front Design Exploration
Hyunmin Cheong, Mohammadmehdi Ataei, Amir Hosein Khasahmadi +1
Deep generative models have recently shown success in solving complex engineering design problems where models predict solutions that address the design requirements specified as i…