Diffusing the Optimal Topology: A Generative Optimization Approach

Diffusing the Optimal Topology: A Generative Optimization Approach

17 March 2023

Giorgio Giannone

Papers citing "Diffusing the Optimal Topology: A Generative Optimization Approach"

10 / 10 papers shown

Title
Inverse design with conditional cascaded diffusion models Milad Habibi M. Fuge DiffM 44 0 0 16 Aug 2024
NITO: Neural Implicit Fields for Resolution-free Topology Optimization Amin Heyrani Nobari Giorgio Giannone Lyle Regenwetter Faez Ahmed AI4CE 51 3 0 07 Feb 2024
Drag-guided diffusion models for vehicle image generation Nikos Arechiga Frank Permenter Binyang Song Chenyang Yuan DiffM 49 12 0 16 Jun 2023
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation Giorgio Giannone Akash Srivastava Ole Winther Faez Ahmed DiffM AI4CE 37 27 0 29 May 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions Binyang Song Ruilin Zhou Faez Ahmed AI4CE 42 40 0 14 Feb 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design Lyle Regenwetter Akash Srivastava Dan Gutfreund Faez Ahmed 31 28 0 06 Feb 2023
Few-Shot Diffusion Models Giorgio Giannone Didrik Nielsen Ole Winther DiffM 186 49 0 30 May 2022
Crystal Diffusion Variational Autoencoder for Periodic Material Generation Tian Xie Xiang Fu O. Ganea Regina Barzilay Tommi Jaakkola DiffM BDL 212 234 0 12 Oct 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 260 4,816 0 24 Feb 2021
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain Zhenguo Nie Tong Lin Haoliang Jiang L. Kara AI4CE 103 168 0 05 Mar 2020