Data-Driven Topology Optimization with Multiclass Microstructures using Latent Variable Gaussian Process

27 June 2020

Papers citing "Data-Driven Topology Optimization with Multiclass Microstructures using Latent Variable Gaussian Process"

9 / 9 papers shown

Title
FluTO: Graded Multiscale Fluid Topology Optimization using Neural Networks Rahul Kumar Padhy A. Chandrasekhar K. Suresh AI4CE 9 0 0 16 Sep 2022
On the Performance of Machine Learning Methods for Breakthrough Curve Prediction Daria Fokina Oleg Iliev P. Toktaliev Ivan Oseledets Technology AI4CE 14 1 0 25 Apr 2022
GM-TOuNN: Graded Multiscale Topology Optimization using Neural Networks A. Chandrasekhar S. Sridhara K. Suresh AI4CE 19 8 0 14 Apr 2022
Multi-objective robust optimization using adaptive surrogate models for problems with mixed continuous-categorical parameters M. Moustapha A. Galimshina G. Habert Bruno Sudret 46 10 0 03 Mar 2022
Remixing Functionally Graded Structures: Data-Driven Topology Optimization with Multiclass Shape Blending Yu-Chin Chan Daicong Da Liwei Wang Wei Chen AI4CE 30 15 0 01 Dec 2021
Scalable Gaussian Processes for Data-Driven Design using Big Data with Categorical Factors Liwei Wang Suraj Yerramilli Akshay Iyer D. Apley Ping Zhu Wei Chen 45 26 0 26 Jun 2021
Data-Driven Multiscale Design of Cellular Composites with Multiclass Microstructures for Natural Frequency Maximization Liwei Wang Anton van Beek Daicong Da Yu-Chin Chan Ping Zhu Wei Chen AI4CE 17 41 0 11 Jun 2021
IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures Jun Wang Wei Chen Daicong Da M. Fuge R. Rai 38 55 0 03 Mar 2021
Latent Map Gaussian Processes for Mixed Variable Metamodeling Nicholas Oune Ramin Bostanabad 30 32 0 07 Feb 2021