DETC2021-71570 Data-Driven Design via Scalable Gaussian Processes for Multi-Response Big Data With Qualitative Factors (English)
- New search for: Wang, Liwei
- New search for: Yerramilli, Suraj
- New search for: Iyer, Akshay
- New search for: Apley, Daniel
- New search for: Zhu, Ping
- New search for: Chen, Wei
- New search for: Wang, Liwei
- New search for: Yerramilli, Suraj
- New search for: Iyer, Akshay
- New search for: Apley, Daniel
- New search for: Zhu, Ping
- New search for: Chen, Wei
-
ISBN:
- Conference paper / Print
-
Title:DETC2021-71570 Data-Driven Design via Scalable Gaussian Processes for Multi-Response Big Data With Qualitative Factors
-
Contributors:Wang, Liwei ( author ) / Yerramilli, Suraj ( author ) / Iyer, Akshay ( author ) / Apley, Daniel ( author ) / Zhu, Ping ( author ) / Chen, Wei ( author )
-
Conference:Design Automation Conference ; 47. ; 2021 ; Online
-
Published in:
-
Publisher:
- New search for: the American Society of Mechanical Engineers
-
Place of publication:New York, NY, USA
-
Publication date:2021
-
ISBN:
-
Type of media:Conference paper
-
Type of material:Print
-
Language:English
-
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.
-
DETC2021-68199 Reliability Constrained Optimal Design of Distributed Generators in Power System Under Load and Wind Turbine Generation UncertaintyChen, Zhetao / Xi, Zhimin et al. | 2021
-
DETC2021-70806 Investigate the Influence of Online Ratings and Reviews in Purchase Behavior Using Customer Choice SetsLin, Kangcheng / Kim, Harrison M. et al. | 2021
-
DETC2021-66719 Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid SimulationsLi, Matthew / McComb, Christopher et al. | 2021
-
DETC2021-70557 Stochastically-Trained Physics-Informed Neural Networks: Application to Thermal Analysis in Metal Laser Powder Bed FusionPierce, Justin / Williams, Glen / Simpson, Timothy W. / Meisel, Nicholas A. / McComb, Christopher et al. | 2021
-
DETC2021-67768 Proposal for an Adaptive Bone Screw Design Based on FEA Studies Exemplified by Pedicle ScrewSeidler, Alexander / Mehlhorn, Lars / Sembdner, Philipp / Holtzhausen, Stefan / Stelzer, Ralph / Drossel, Welf-Guntram et al. | 2021
-
DETC2021-66780 Utilizing 3D Printing Pens for Maintenance and Repair of Additively Manufactured ComponentsKoren, Kyle / Olajoyegbe, Toluwalase / Morkos, Beshoy / Gutierrez, Hector et al. | 2021
-
DETC2021-71407 Physics-Informed Machine Learning for Degradation Diagnostics of Lithium-Ion BatteriesThelen, Adam / Lui, Yu Hui / Shen, Sheng / Laflamme, Simon / Hu, Shan / Hu, Chao et al. | 2021
-
DETC2021-70425 Evaluating Heuristics in Engineering Design: A Reinforcement Learning ApproachElSayed, Karim A. / Bilionis, Ilias / Panchal, Jitesh H. et al. | 2021
-
DETC2021-71187 Robust Design of Coupled Engineered SystemsSharma, Gehendra / Allen, Janet K. / Mistree, Farrokh et al. | 2021
-
DETC2021-70921 Potential Energy Surfaces for Conceptual Design and Analysis of Mechanical SystemsManion, Charles A. / Fuge, Mark et al. | 2021
-
DETC2021-70663 3D Printed Food Design and Fabrication Approach for Manufacturability, Rheology, and Nutrition Trade-OffsMahmoud, Rahmatul / Nguyen, Quang / Christopher, Gordon / Egan, Paul F. et al. | 2021
-
DETC2021-70036 Data-Driven Customer Segmentation Based On Online Review Analysis and Customer Network ConstructionPark, Seyoung / Kim, Harrison M. et al. | 2021
-
DETC2021-71517 A Mixed-Method Analysis of Schedule and Cost Growth in Defense Acquisition ProgramsHans, Atharva / Chaudhari, Ashish M. / Bilionis, Ilias / Panchal, Jitesh H. et al. | 2021
-
DETC2021-67163 A Multi-Scale Topology Optimization Approach for Optimal Macro-Layout and Local Grading of TPMS-Based LatticesStrömberg, Niclas et al. | 2021
-
DETC2021-69295 A Methodology for Designing a Nonlinear Feedback Controller via Parametric Optimization: State-Parameterized Nonlinear Programming ControlTsai, Ying-Kuan / Malak, Richard J. Jr et al. | 2021
-
DETC2021-69328 Automatically Discovering Mechanical Functions From Physical Behaviors via ClusteringChiu, Kevin N. / Anderson, David / Fuge, Mark D. et al. | 2021
-
DETC2021-69462 A Graph Neural Network Approach for Product Relationship PredictionAhmed, Faez / Cui, Yaxin / Fu, Yan / Chen, Wei et al. | 2021
-
DETC2021-69058 Short-Term Vehicle Velocity Forecasting via Cycle Segmentation Model SelectionLiu, Yuanzhi / Zhang, Jie et al. | 2021
-
DETC2021-67573 Open-Loop Control Co-Design of Floating Offshore Wind Turbines Using Linear Parameter-Varying ModelsSundarrajan, Athul K. / Lee, Yong Hoon / Allison, James T. / Herber, Daniel R. et al. | 2021
-
DETC2021-70596 Using Deep Learning to Simulate Multi-Diseiplinary Design TeamsStump, Gary M. / Yukish, Michael / Cagan, Jonathan / McComb, Christopher et al. | 2021
-
DETC2021-71570 Data-Driven Design via Scalable Gaussian Processes for Multi-Response Big Data With Qualitative FactorsWang, Liwei / Yerramilli, Suraj / Iyer, Akshay / Apley, Daniel / Zhu, Ping / Chen, Wei et al. | 2021
-
DETC2021-71021 Value of Information for Continuous Monitoring Systems in Recurrent Maintenance Decision ScenariosLiu, Xinyang / Wang, Pingfeng et al. | 2021
-
DETC2021-66900 Systematic Enumeration and Identification of Unique Spatial Topologies of 3D Systems Using Spatial Graph RepresentationsPeddada, Satya R. T. / Dunfield, Nathan M. / Zeidner, Lawrence E. / James, Kai A. / Allison, James T. et al. | 2021
-
DETC2021-68103 CreativeGAN: Editing Generative Adversarial Networks for Creative Design SynthesisNobari, Amin Heyrani / Rashad, Muhammad Fathy / Ahmed, Faez et al. | 2021
-
DETC2021-71156 Towards a Rational, Narrative-Based Design Framework for Navigating Radical Uncertainty in Engineering DesignBryden, Kenneth M. / Ferguson, Scott et al. | 2021
-
DETC2021-69573 A Study on the Acoustic Signal Based Frameworks for the Real-Time Identification of GSeometrically Defective Wire Arc BeadSurovi, Nowrin Akter / Dharmawan, Audelia G. / Soh, Gim Song et al. | 2021
-
DETC2021-67353 Multi-Objective Robust Design Exploration of a Canine Ventricular Shunt for Managing HydrocephalusSharma, Gehendra / Nellippallil, Anand Balu / Yingling, Ryan / Lee, Na Yeon / Shores, Andy / Miralami, Raheleh / Stone, Tonya W. / Prabhu, Raj K. et al. | 2021
-
DETC2021-70739 Computational Investigation of Tissue and Blood Vessel Growth Trade-Offs in Hierarchica: LatticesArefin, Amit M. E. / Egan, Paul F. et al. | 2021
-
DETC2021-69813 In-Situ Temperature Monitoring of ABS During Fused Filament Fabrication (FFF) Process With Varying Process ParametersMahmoud, Youmna / Manoochehri, Souran et al. | 2021
-
DETC2021-71918 Geometry Enhanced Generative Adversarial Networks for Random Heterogeneous Material RepresentationChen, Hongrui / Liu, Xingchen et al. | 2021
-
DETC2021-67313 Evaluation of Commercial Building Clusters With Energy Storage to Reduce Reliance on Electrical Utility GridsKaminski, Gregory / Odonkor, Philip et al. | 2021
-
DETC2021-71402 Reliability-Based Co-Design of Lithium-Ion Batteries for Enhanced Fast Charging and Cycle Life PerformancesCui, Tonghui / Wang, Pingfeng et al. | 2021
-
DETC2021-89953 nderstanding the Energy Behavior of Building Occupants Through the Chronology of Their Energy InteractionsPreziuso, Danielle / Kaminski, Gregory / Odonkor, Philip et al. | 2021
-
DETC2021-71681 BIKED: A Dataset and Machine Learning Benchmarks for Data-Driven Bicycle DesignRegenwetter, Lyle / Curry, Brent / Ahmed, Faez et al. | 2021
-
DETC2021-67499 Topology Optimization With Locally Evaluable Complement Space ConnectivityMorris, Clinton B. / Mirzendehdel, Amir M. / Behandish, Morad et al. | 2021
-
DETC2021-70503 Goal-Oriented Inverse Design (GolD) of Feedstock Filament for Fused Deposition ModelingDeka, Angshuman / Nellippallil, Anand Balu / Hall, John et al. | 2021
-
DETC2021-70985 Understanding Resilience Optimization Architectures With an Optimization Problem RepositoryHulse, Daniel / Zhang, Hongyang / Hoyle, Christopher et al. | 2021
-
DETC2021-71304 Co-Design Optimization of a Combined Heat and Power Hybrid Energy SystemLi, Dongze / Wu, Jiaxin / Zhang, Jie / Wang, Pingfeng et al. | 2021
-
DETC2021-67963 Point-Cloud Neural Network Using Transfer Learning-Based Multi-Fidelity Method for Thermal Field Prediction in Additive ManufacturingHuang, Xufeng / Hu, Zhen / Xie, Tingli / Wang, Zhuo / Chen, Lei / Zhou, Qi et al. | 2021
-
DETC2021-72151 A Topic Modeling Approach to Study Design RequirementsChen, Cheng / Mullis, Jesse / Morkos, Beshoy et al. | 2021
-
DETC2021-70613 Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and ChallengesSaidani, Michael / Kim, Harrison / Yannou, Bernard et al. | 2021
-
DETC2021-70528 Topology Optimization for Additively Manufactured Self-Supporting Axisymmetric StructuresLee, Hak Yong / Carroll, Julia D. W. / Guest, James K. et al. | 2021
-
DETC2021-71686 Mastering Manufacturing: Exploring the Influence of Engineering Designers’ Prior Experience When Using Design for Additive ManufacturingPrabhu, Rohan / Simpson, Timothy W. / Miller, Scarlett R. / Meisel, Nicholas A. et al. | 2021