Fuge, Mark
- Airfoil Design Parameterization and Optimization using Bézier Generative Adversarial Networks
2020/06/21 by Wei Chen, Kevin Chiu, Chen, Wei +3 · 6 citations
Computer Science · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #Computational Engineering #FOS: Computer and information sciences #Finance #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #and Science (cs.CE)
- BézierGAN: Automatic Generation of Smooth Curves from Interpretable Low-Dimensional Parameters
2018/08/27 by Chen, Wei, Fuge, Mark · 1 citation
#Artificial Intelligence (cs.AI) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- GrainPaint: A multi-scale diffusion-based generative model for microstructure reconstruction of large-scale objects
2025/02/18 by Hoffman, Nathan, Diniz, Cashen, Liu, Dehao +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
- EngiBench: A Framework for Data-Driven Engineering Design Research
2025/06/02 by Florian Felten, Felten, Florian, Gabriel Apaza +20 · 2 citations
Computer Science · Materials Science · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #Machine Learning in Materials Science #Model Reduction and Neural Networks