A Novel Topology Optimization Approach using Conditional Deep Learning

14 January 2019

Papers citing "A Novel Topology Optimization Approach using Conditional Deep Learning"

7 / 7 papers shown

Title
NITO: Neural Implicit Fields for Resolution-free Topology Optimization Amin Heyrani Nobari Giorgio Giannone Lyle Regenwetter Faez Ahmed AI4CE 48 3 0 07 Feb 2024
Image-based Artificial Intelligence empowered surrogate model and shape morpher for real-time blank shape optimisation in the hot stamping process Hao Zhou Nan Li AI4CE 37 1 0 01 Dec 2022
SELTO: Sample-Efficient Learned Topology Optimization Sören Dittmer David Erzmann Henrik Harms Peter Maass 35 2 0 12 Sep 2022
Diffusion Models Beat GANs on Topology Optimization Franccois Mazé Faez Ahmed DiffM AI4CE 35 57 0 20 Aug 2022
GANTL: Towards Practical and Real-Time Topology Optimization with Conditional GANs and Transfer Learning M. Behzadi H. Ilies AI4CE 22 18 0 07 May 2021
An AI-Assisted Design Method for Topology Optimization Without Pre-Optimized Training Data A. Halle L. Campanile A. Hasse AI4CE 16 10 0 11 Dec 2020
Self-Directed Online Machine Learning for Topology Optimization Changyu Deng Yizhou Wang Can Qin Yun Fu Wei Lu AI4CE 14 73 0 04 Feb 2020