DETC2022-90050 Concurrent Build Direction, Part Segmentation, and Topology Optimization for Additive Manufacturing Using Neural Networks

von Chen, Hongrui
Veröffentlicht in ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (2022 : Saint Louis, Mo.) Proceedings of ASME 2022 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC-CIE 2022) ; Volume 3, A (2022)

DETC2022-91209 A Scalar Field Predietion on Topologically-Varying Graphs Using Spectral Shape Encoding

von Ferguson, Kevin
Veröffentlicht in ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (2022 : Saint Louis, Mo.) Proceedings of ASME 2022 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC-CIE 2022) ; Volume 3, A (2022)

DETC2020-22675 TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain

von Nie, Zhenguo
Veröffentlicht in ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (2020 : Online) Proceedings of the ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference - 2020 ; Volume 11, A (2020)

VO2ATOSA032 Optimization of Parts Consolidation for Minimum Production Costs and Time Using Additive Manufacturing

von Nie, Zhenguo
Veröffentlicht in Design Automation Conference (45. : 2019 : Anaheim, Calif.) Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - 2019 ; Volume 2 (2020)

DETC2020-22682 StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction

von Jiang, Haoliang
Veröffentlicht in ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (2020 : Online) Proceedings of the ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference - 2020 ; Volume 11, B (2020)

DETC2020-22219 Attention Routing: Track-Assignment Detailed Routing Using Attention-Based Reinforcement Learning

von Liao, Haiguang
Veröffentlicht in ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (2020 : Online) Proceedings of the ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference - 2020 ; Volume 11, A (2020)

VOZATOSA017 3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders

von Zhang, Wentai
Veröffentlicht in Design Automation Conference (45. : 2019 : Anaheim, Calif.) Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - 2019 ; Volume 2 (2020)

DETC2022-90046 Automatic Power Plane Generation With Genetic Optimization and Multilayer Perceptron

von Liao, Haiguang
Veröffentlicht in ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (2022 : Saint Louis, Mo.) Proceedings of ASME 2022 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC-CIE 2022) ; Volume 3, A (2022)

DETC2022-91043 Data Augmentation of Engineering Drawings for Data-Driven Component Segmentation

von Zhang, Wentai
Veröffentlicht in ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (2022 : Saint Louis, Mo.) Proceedings of ASME 2022 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC-CIE 2022) ; Volume 3, A (2022)