Agentic Large Language Models for Conceptual Systems Engineering and DesignDesign Automation Conference (DAC), 2025 |
Adversarial Latent Autoencoder with Self-Attention for Structural Image
SynthesisConference on Algebraic Informatics (CAI), 2023 |
Airfoil GAN: Encoding and Synthesizing Airfoils for Aerodynamic Shape
OptimizationJournal of Computational Design and Engineering (JCDE), 2021 |
MO-PaDGAN: Reparameterizing Engineering Designs for Augmented
Multi-objective OptimizationApplied Soft Computing (ASC), 2020 |
Integrating Scientific Knowledge with Machine Learning for Engineering
and Environmental SystemsACM Computing Surveys (ACM CSUR), 2020 |
PaDGAN: A Generative Adversarial Network for Performance Augmented
Diverse DesignsDesign Automation Conference (DAC), 2020 |