DETC2020-22729 PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse Designs (English)
- New search for: Chen, Wei
- New search for: Ahmed, Faez
- New search for: Chen, Wei
- New search for: Ahmed, Faez
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ISBN:
- Conference paper / Print
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Title:DETC2020-22729 PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse Designs
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Contributors:Chen, Wei ( author ) / Ahmed, Faez ( author )
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Conference:ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference ; 2020 ; Online
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Published in:
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Publisher:
- New search for: the American Society of Mechanical Engineers
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Place of publication:New York, NY
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Publication date:2020
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ISBN:
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Type of media:Conference paper
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Type of material:Print
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Language:English
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Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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DETC2020-22316 Design Automation for Mass Customisation via Additive Manufacture: A Case Study on Continuous Positive Airway Pressure MaskLi, Shiya / Ploumpis, Stylianos / Zafeiriou, Stefanos / Myant, Connor et al. | 2020
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DETC2020-22447 Favoring Complexity: A Mixed Methods Exploration of Factors That Influence Concept Selection in Design for Additive ManufacturingPrabhu, Rohan / Leguarda, Rainmar L. / Miller, Scarlett R. / Simpson, Timothy W. / Meisel, Nicholas A. et al. | 2020
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DETC2020-22649 Design Space Analysis Method for Support of System Design Under the Consideration of Uncertainties in the Early Design StageAoyama, Kazuhiro / Uchibori, Yoshihiro / Oizumi, Kazuya / Hiramatsu, Shigeki / Unesaki, Hiroshi / Kondo, Shyuichi et al. | 2020
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DETC2020-22642 Improving the Accuracy and Diversity of Feature Extraction From Online Reviews Using Keyword Embedding and Two Clustering MethodsPark, Seyoung / Kim, Harrison M. et al. | 2020
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DETC2020-22599 Structural Design Exploration for Product Architecture DesignToi, Masato / Nomaguchi, Yutaka / Fujita, Kikuo et al. | 2020
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DETC2020-22132 Large Scale Topology Optimization of 3D Static MixersSun, Sicheng / Ghandhi, Jaal / Qian, Xiaoping et al. | 2020
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DETC2020-22382 Importance-Performance Analysis of Product Attributes Using Explainable Deep Neural Network From Online ReviewsJoung, Junegak / Kim, Harrison M. et al. | 2020
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DETC2020-22681 METASET: An Automated Data Selection Method for Scalable Data-Driven Design of MetamaterialsChan, Yu-Chin / Ahmed, Faez / Wang, Liwei / Chen, Wei et al. | 2020
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DETC2020-22219 Attention Routing: Track-Assignment Detailed Routing Using Attention-Based Reinforcement LearningLiao, Haiguang / Dong, Qingyi / Dong, Xuliang / Zhang, Wentai / Zhang, Wangyang / Qi, Weiyi / Fallon, Elias / Kara, Levent Burak et al. | 2020
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DETC2020-22381 Extrapolation With Gaussian Random Processes and Evolutionary ProgrammingPlanas, Robert / Oune, Nicholas / Bostanabad, Ramin et al. | 2020
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DETC2020-22518 Deriving Metamodels to Relate Machine Learning Quality to Design Repository Characteristics in the Context of Additive ManufacturingWilliams, Glen / Meisel, Nicholas A. / Simpson, Timothy W. / McComb, Christopher et al. | 2020
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DETC2020-22044 Metamaterial Design for Targeted Limb-Socket Interface Pressure Offloading in Transtibial AmputeesBrown, Nathan / Owen, Meredith K. / DesJardins, John D. / Garland, Anthony / Fadel, Georges M. et al. | 2020
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DETC2020-22153 Stochastic Stackelberg Games for Agent-Driven Robust DesignRismiller, Sean C. / Cagan, Jonathan / McComb, Christopher et al. | 2020
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DETC2020-22680 Expected Uncertainty Reduction for Sequential Kriging-Based Reliability AnalysisLi, Meng / Shen, Sheng / Barzegar, Vahid / Sadoughi, Mohammadkazem / Laflamme, Simon / Hu, Chao et al. | 2020
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DETC2020-22564 A Simple and Effective Methodology to Perform Multi-Objective Bayesian Optimization: An Application in the Design of Sandwich Composite Armors for Blast MitigationValladares, Homero / Tovar, Andres et al. | 2020
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DETC2020-22498 Using Decision Trees Supported by Data Mining to Improve Function-Based DesignFerrero, Vincenzo J. / Algseer, Naser / Tensa, Melissa / DuPont, Bryony et al. | 2020
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DETC2020-22318 A Model Predictive Control-Based Energy Management Strategy Considering Electric Vehicle Battery Thermal and Cabin Climate ControlLiu, Yuanzhi / Zhang, Jie et al. | 2020
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DETC2020-22591 A Weighted Network Modeling Approach for Analyzing Product CompetitionCui, Yaxin / Ahmed, Faez / Sha, Zhenghui / Wang, Lijun / Fu, Yan / Chen, Wei et al. | 2020
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DETC2020-22658 Global Product Design Platforming: A Comparison of Two Methods to Find Equilibrium SolutionsCase, Sarah S. / Whitefoot, Kate S. et al. | 2020
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DETC2020-22154 Temporal Fault Injection Considerations in Resilience QuantificationHulse, Daniel / Hoyle, Christopher / Tumer, Irem Y. / Goebel, Kai / Kulkarni, Chetan et al. | 2020
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DETC2020-22448 A Review of Part Filtering Methods for Additive ManufacturingBracken, Jennifer E. / McComb, Christopher / Simpson, Timothy W. / Jablokow, Kathryn W. et al. | 2020
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DETC2020-22519 Enhanced Particle Swarm Optimization via Reinforcement LearningWu, Di / Wang, G. Gary et al. | 2020
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DETC2020-22725 Enhanced Toolpath Planning for Fused Filament FabricationChen, Hongrui / Liu, Xingchen et al. | 2020
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DETC2020-22714 Learning to Abstract and Compose Mechanical Device Function and BehaviorWang, Jun / Chiu, Kevin / Fuge, Mark et al. | 2020
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DETC2020-227006 Design and Optimization of Functionally Graded Superelastic NiTi StentsKhurana, Jivtesh B. / Frecker, Mary / Pauli, Eric M. et al. | 2020
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DETC2020-22400 A Topology Optimization Method for the Design of Orthotropic Plate StructuresSmith, Hollis / Norato, Julian et al. | 2020
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DETC2020-22460 Theoretical Framework for Design for Dynamic User PreferencesArezoomand, Mojtaba / Rouse, Elliott / Austin-Breneman, Jesse et al. | 2020
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DETC2020-22690 A Parametric Study on the Effects of Reynolds Number on the Topology Optimization of Navier-Stokes FlowsNajmon, Joel C. / Wu, Tong / Tovar, Andres et al. | 2020
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DETC2020-22567 Topic Modeling and Sentiment Analysis of Social Media Data to Drive Experiential RedesignSong, Binyang / Meinzer, Emmett / Agrawal, Akash / McComb, Christopher et al. | 2020
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DETC2020-22103 Topology Optimization for Stiffened Panels: A Ground Structure MethodGamache, Jean-Francois / Vadean, Aurelian / Dodane, Nicolas / Achiche, Sofiane et al. | 2020
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DETC2020-22346 Optimizing an Algorithm for Data Mining a Design Repository to Automate Functional ModelingMikes, Alex / Edmonds, Katherine / Stone, Robert B. / DuPont, Bryony et al. | 2020
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DETC2020-22355 Graph Representation of 3D CAD Models for Machining Feature Recognition With Deep LearningCao, Weijuan / Robinson, Trevor / Hua, Yang / Boussuge, Flavien / Colligan, Andrew R. / Pan, Wanbin et al. | 2020
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DETC2020-22399 Generative Adversarial Networks With Synthetic Training Data for Enforcing Manufacturing Constraints on Topology OptimizationGreminger, Michael et al. | 2020
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DETC2020-22575 Structure, Process, and Material Influences for 3D Printed Lattices Designed With Mixed Unit CellsBriguiet, Gabriel / Egan, Paul F. et al. | 2020
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DETC2020-22675 TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial DomainNie, Zhenguo / Lin, Tong / Jiang, Haoliang / Kara, Levent Burak et al. | 2020
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DETC2020-22608 Bayesian Optimization of Target Buckling Shapes in Constrained Elastomeric Beams With Geometric UncertaintyHertlein, Nathan / Yoo, David / Buskohl, Philip R. / Vemaganti, Kumar / Anand, Sam et al. | 2020
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DETC2020-22172 Quality Assessment of Additively Manufactured Fiducial Markers to Support Augmented Reality-Based Part InspectionMathur, Jayant / Basu, Saurabh / Menold, Jessica / Meisel, Nicholas A. et al. | 2020
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DETC2020-22631 Towards Engineering Complex Socio-Technical Systems Using Network Motifs: A Case Study on Bike-Sharing SystemsXiao, Yinshuang / Sha, Zhenghui et al. | 2020
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DETC2020-22082 Quantification of Uncertainties Distributed in Network-Like SystemsWang, Zihan / Xu, Hongyi et al. | 2020
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DETC2020-22499 A Consumer Dissatisfaction Model Linking Dynamic Pricing With Shifted Product-Use in Residential Electricity MarketsDunbar, Samuel / Ferguson, Scott et al. | 2020
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DETC2020-22729 PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse DesignsChen, Wei / Ahmed, Faez et al. | 2020
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DETC2020-22450 Computational Design Generation and Evaluation of Beam-Based Tetragonal Bravais Lattice Structures for Tissue EngineeringArefin, Amit M. E. / Egan, Paul F. et al. | 2020
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DETC2020-22235 Computational Design of Compositionally Graded Alloys for Property MonotonicityKirk, Tanner / Malak, Richard / Arroyave, Raymundo et al. | 2020
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DETC2020-22226 Risk-Averse Optimization for Resilience Enhancement Under UncertaintyWu, Jiaxin / Wang, Pingfeng et al. | 2020
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DETC2020-22595 Data-Driven Multiscale Topology Optimization Using Multi-Response Latent Variable Gaussian ProcessWang, Liwei / Tao, Siyu / Zhu, Ping / Chen, Wei et al. | 2020
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DETC2020-22043 Predicting Build Orientation of Additively Manufactured Parts With Mechanical Machining Features Using Deep LearningEranpurwala, Aliakbar / Ghiasian, Seyedeh Elaheh / Lewis, Kemper et al. | 2020
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DETC2020-22509 Large-Scale Three-Dimensional Anisotropic Topology Optimization of Variable-Axial Composite StructuresZhou, Yuqing / Nomura, Tsuyoshi / Zhao, Enpei / Zhang, Wei / Saitou, Kazuhiro et al. | 2020
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DETC2020-22495 A Weighted Confidence Metric to Improve Automated Functional ModelingEdmonds, Katherine / Mikes, Alex / DuPont, Bryony / Stone, Robert B. et al. | 2020
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DETC2020-22204 Semi-Supervised Deep Learning for High-Dimensional Uncertainty QuantificationWang, Zequn / Li, Mingyang et al. | 2020
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DETC2020-22320 Lattice Structure Optimization With Orientation-Dependent Material PropertiesSharpe, Conner / Seepersad, Carolyn Conner et al. | 2020
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DETC2020-22774 Enhancements to the Perfect Matching Approach for Graph Enumeration-Based Engineering ChallengesHerber, Daniel R. et al. | 2020
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DETC2020-22107 Network Redundancy: À Key Design Factor for Cooling NetworksPejman, Reza / Najafi, Ahmad Raeisi et al. | 2020
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DETC2020-22019 Reliability-Based Reinforcement Learning Under UncertaintyWang, Zequn / Patwardhan, Narendra et al. | 2020
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DETC2020-22318 3D Additive Lattice Topology Optimization: A Unit Cell Design ApproachHanks, Bradley / Frecker, Mary et al. | 2020
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DETC2020-22458 Scalable Set-Based Design Optimization and Remanufacturing for Meeting Changing RequirementsHandawi, Khalil Al / Andersson, Petter / Panarotto, Massimo / Isaksson, Ola / Kokkolaras, Michael et al. | 2020
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DETC2020-22357 Simulation Assisted Design of LCO Cathode Materials With High Performance StabilityZheng, Zhuoyuan / Bansal, Parth / Wang, Pingfeng / Li, Yumeng et al. | 2020
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DETC2020-22203 Designing Deep Transfer Networks for Bearing Fault Diagnosis With Heterogeneous Data FusionSu, Yunsheng / Wang, Zequn et al. | 2020
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DETC2020-22182 A Machine Learning-Based Design Recommender System for Additive ManufacturingGhiasian, Seyedeh Elaheh / Lewis, Kemper et al. | 2020
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DETC2020-22506 Rule of Mixtures Model for 3D Printed Kevlar Reinforced Nylon: Determination of Volume Fraction Using Thermal Gravimetric AnalysisAmaria, Anosh P. / Armstrong, Jason N. / Pasquali, Felipe M. / Hall, John F. et al. | 2020