Learning to design from humans: Imitating human designers through deep
learning

Learning to design from humans: Imitating human designers through deep learning

26 July 2019

Christopher McComb

Papers citing "Learning to design from humans: Imitating human designers through deep learning"

10 / 10 papers shown

Title
A Meta-Generation framework for Industrial System Generation Fouad Oubari Raphael Meunier Rodrigue Décatoire Mathilde Mougeot AI4CE 16 0 0 08 Jun 2023
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search Ayush Raina Jonathan Cagan Christopher McComb AI4CE 23 9 0 28 Nov 2022
Data efficient surrogate modeling for engineering design: Ensemble-free batch mode deep active learning for regression Harsh Vardhan U. Timalsina Péter Völgyesi J. Sztipanovits AI4CE 13 11 0 16 Nov 2022
Deep Generative Models in Engineering Design: A Review Lyle Regenwetter A. Nobari Faez Ahmed 3DV AI4CE 34 175 0 21 Oct 2021
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces Ayush Raina Jonathan Cagan Christopher McComb AI4CE 25 13 0 07 Oct 2021
Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design Ayush Raina Lucas Puentes Jonathan Cagan Christopher McComb AI4CE 23 6 0 07 Oct 2021
Toward AI Assistants That Let Designers Design Sebastiaan De Peuter Antti Oulasvirta Samuel Kaski AI4CE 21 19 0 22 Jul 2021
Emotional Design F. Zhou Yangjian Ji R. Jiao 14 3 0 06 Oct 2020
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
Building machines that adapt and compute like brains Brenden Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 890 0 11 Nov 2017