Gaussian Process Emulation for Big Data in Data-Driven Metamaterials Design (English)
- New search for: Zhu,, Ramin Bostanabad, Yu-Chin Chan, Liwei Wang, Ping
- New search for: Chen, Wei
- New search for: Zhu,, Ramin Bostanabad, Yu-Chin Chan, Liwei Wang, Ping
- New search for: Chen, Wei
In:
Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - 2019 ; Volume 2
; VO2ATO3A006
;
2020
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ISBN:
- Conference paper / Print
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Title:Gaussian Process Emulation for Big Data in Data-Driven Metamaterials Design
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Contributors:Zhu,, Ramin Bostanabad, Yu-Chin Chan, Liwei Wang, Ping ( author ) / Chen, Wei ( author )
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Conference:Design Automation Conference ; 45. ; 2019 ; Anaheim, Calif.
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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, N.Y.
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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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Gaussian Process Based Crack Initiation Modeling for Design of Battery Anode MaterialsChen,, Zhuoyuan Zheng, Yanwen Xu, Bo / Wang, Pingfeng et al. | 2020
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Generative Design of Multi-Material Hierarchical Structures via Concurrent Topoloay - Optimization and Conformal Geometry MethodChen,, Long Jiang, Shikui / Gu, Xianfeng David et al. | 2020
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Data-Centric Mixed-Variable Bayesian Optimization tor Materials DesignBrinson,, Akshay lyer, Yichi Zhang, Aditya Prasad, Siyu Tao, Yixing Wang, Linda Schadler, L. Catherine et al. | 2020
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Classification and Execution of Coupled Decision Problems in Engineering Design for Exploration of Robust Design SolutionsAllen,, Gehendra Sharma, Janet K. / Mistree, Farrokh et al. | 2020
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Self-Adapting Intelligent Battery Thermal Management System via Artificial Neural Network 3ased Model Predictive ControlLiu, Yuanzhi / Zhang, Jie et al. | 2020
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Design and Biological Simulation of 3D Printed Lattices for Biomedical ApplicationsEgan, Paul F. et al. | 2020
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An Excess Based Approach to Change PropagationLong, Daniel / Ferguson, Scott et al. | 2020
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Computational Design of 4D Printed Shape Morphing Multi-State Lattice StructuresLumpe, Thomas / Shea, Kristina et al. | 2020
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Stress-Constrained Design of Functionally Graded Lattice Structures With Spline-Based Dimensionality ReductionSharpe,, Jenmy Zimi Zhang, Conner / Seepersad, Carolyn Conner et al. | 2020
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Sustainable Design of Residential Net-Zero Energy Buildings: A Multi-Phase and Multi-Objective Optimization ApproachWood,, Lan Lan, Kristin L. / Yuen, Chau et al. | 2020
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Design for Additive Manufacturing Using a Master Model Approach Rule of Mixtures Model to Determine Elastic Modulus and Tensile Strength of 3D Printed Carbon Fiber Reinforced Nylon Kaiyue Deng, Hamid Khakpour Nejadkhaki, Felipe M. Pasquali, Anosh P. Amaria, Jason N. Armstrong, and John F. HallPersson,, Anton Wiberg, Johan / Olvander, Johan et al. | 2020
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Gaussian Process Emulation for Big Data in Data-Driven Metamaterials DesignZhu,, Ramin Bostanabad, Yu-Chin Chan, Liwei Wang, Ping / Chen, Wei et al. | 2020
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Computational Design of a Personalized Artificial Spinal Disc With a Data-Driven Design Variable Linking HeuristicShea,, Zhiyang Yu, Kristina / Stankovié, Tino et al. | 2020
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Rule of Mixtures Model to Determine Elastic Modulus and Tensile Strength of 3D Printed Carbon Fiber Reinforced NylonArmstrong,, Kaiyue Deng, Hamid Khakpour Nejadkhaki, Felipe M. Pasquali, Anosh P. Amaria, Jason N. / Hall, John F. et al. | 2020
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Computer-Aided Design Ideation Using InnoGPSSarica,, Jianxi Luo, Serhad / Wood, Kristin L. et al. | 2020
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Multimaterial Topology Optimization of Thermoelectric GeneratorsZuo,, Xiaogiang Xu, Yongjia Wu, Lei / Chen, Shikui et al. | 2020
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Bayesian Optimization of Equilibrium States in Elastomeric BeamsJuhl,, David Yoo, Carson Wiley, Andrew Gillman, Vincent Chen, Abigail / Buskohl, Philip et al. | 2020
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Machine Learning-Augmented Stochastic Search for the Automated Synthesis and Optimization of Cooling ChannelsSchwarz, Jonas / Shea, Kristina et al. | 2020
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Optimization Model for Owner-Based Microgrids Using LSTM Predicted Demand for tural DevelopmentChowdhury,, Anosh P. Amaria, Ryan Nguyen, Joshua A. Davison, Souma / Hall, John F. et al. | 2020
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Lattice Structure Design for Additive Manufacturing: Unit Cell Topology Optimizat/^nHanks, Bradley / Frecker, Mary et al. | 2020
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Multi-Fidelity Physics-Constrained Neural Network and its Application in Materials ModelingLiu, Dehao / Wang, Yan et al. | 2020
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Digital Design Automation to Support In-Situ Embedding of Functional Components in Additive ManufacturingSinha,, Manoj Malviya, Swapnil / Meisel, Nicholas A. et al. | 2020
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3D Shape Synthesis for Conceptual Design and Optimization Using Variational AutoencodersShimada,, Wentai Zhang, Zhangsihao Yang, Haoliang Jiang, Suyash Nigam, Soji Yamakawa, Tomotake Furuhata, Kenji / Kara, Levent Burak et al. | 2020
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Designing the Customer Order Decoupling Point to Facilitate Mass CustomizationAllen,, Lin Guo, Suhao Chen, Janet K. / Mistree, Farrokh et al. | 2020
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Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product CompetitionsGong,, Jian Xie, Youyi Bi, Zhenghui Sha, Mingxian Wang, Yan Fu, Noshir Contractor, Lin / Chen, Wei et al. | 2020
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Topology Optimization of Multi-Material Lattices for Maximal Bulk ModulusVaziri,, Hesaneh Kazemi, Ashkan / Norato, Julián et al. | 2020
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Using Bayesian Optimization With Knowledge Transfer for High Computational Cost Design: A Case Study in PhotovoltaicsKaya, Mine / Hajimirza, Shima et al. | 2020
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Topology Design With Conditional Generative Adversarial NetworksSharpe, Conner / Seepersad, Carolyn Conner et al. | 2020
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