Hasil Pencarian - Grace X. Gu

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  1. 1
    Machine Learning-Based Detection of Graphene Defects with Atomic Precision

    Machine Learning-Based Detection of Graphene Defects with Atomic Precision oleh Bowen Zheng, Grace X. Gu

    Diterbitkan 2020-09-01
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  2. 2
    Physics-informed deep learning for digital materials

    Physics-informed deep learning for digital materials oleh Zhizhou Zhang, Grace X Gu

    Diterbitkan 2021-01-01
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  3. 3
    Physics‐Informed Deep‐Learning For Elasticity: Forward, Inverse, and Mixed Problems

    Physics‐Informed Deep‐Learning For Elasticity: Forward, Inverse, and Mixed Problems oleh Chun‐Teh Chen, Grace X. Gu

    Diterbitkan 2023-06-01
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  4. 4
    Dimensions of Smart Additive Manufacturing

    Dimensions of Smart Additive Manufacturing oleh Keith A. Brown, Grace X. Gu

    Diterbitkan 2021-12-01
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  5. 5
    Generative Deep Neural Networks for Inverse Materials Design Using Backpropagation and Active Learning

    Generative Deep Neural Networks for Inverse Materials Design Using Backpropagation and Active Learning oleh Chun‐Teh Chen, Grace X. Gu

    Diterbitkan 2020-03-01
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  6. 6
    Scalable Graphene Defect Prediction Using Transferable Learning

    Scalable Graphene Defect Prediction Using Transferable Learning oleh Bowen Zheng, Zeyu Zheng, Grace X. Gu

    Diterbitkan 2021-09-01
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  7. 7
    Designing mechanically tough graphene oxide materials using deep reinforcement learning

    Designing mechanically tough graphene oxide materials using deep reinforcement learning oleh Bowen Zheng, Zeyu Zheng, Grace X. Gu

    Diterbitkan 2022-11-01
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  8. 8
    Automated Real‐Time Detection and Prediction of Interlayer Imperfections in Additive Manufacturing Processes Using Artificial Intelligence

    Automated Real‐Time Detection and Prediction of Interlayer Imperfections in Additive Manufacturing Processes Using Artificial Intelligence oleh Zeqing Jin, Zhizhou Zhang, Grace X. Gu

    Diterbitkan 2020-01-01
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  9. 9
    Developments in 4D-printing: a review on current smart materials, technologies, and applications

    Developments in 4D-printing: a review on current smart materials, technologies, and applications oleh Zhizhou Zhang, Kahraman G. Demir, Grace X. Gu

    Diterbitkan 2019-07-01
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  10. 10
    Prediction of composite microstructure stress-strain curves using convolutional neural networks

    Prediction of composite microstructure stress-strain curves using convolutional neural networks oleh Charles Yang, Youngsoo Kim, Seunghwa Ryu, Grace X. Gu

    Diterbitkan 2020-04-01
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  11. 11
    Nano-topology optimization for materials design with atom-by-atom control

    Nano-topology optimization for materials design with atom-by-atom control oleh Chun-Teh Chen, Daryl C. Chrzan, Grace X. Gu

    Diterbitkan 2020-07-01
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  12. 12
    An adaptive machine learning-based optimization method in the aerodynamic analysis of a finite wing under various cruise conditions

    An adaptive machine learning-based optimization method in the aerodynamic analysis of a finite wing under various cruise conditions oleh Zilan Zhang, Yu Ao, Shaofan Li, Grace X. Gu

    Diterbitkan 2024-01-01
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  13. 13
    Leveraging graph neural networks and neural operator techniques for high-fidelity mesh-based physics simulations

    Leveraging graph neural networks and neural operator techniques for high-fidelity mesh-based physics simulations oleh Zeqing Jin, Bowen Zheng, Changgon Kim, Grace X. Gu

    Diterbitkan 2023-12-01
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  14. 14
    A generalizable and interpretable deep learning model to improve the prediction accuracy of strain fields in grid composites

    A generalizable and interpretable deep learning model to improve the prediction accuracy of strain fields in grid composites oleh Donggeun Park, Jiyoung Jung, Grace X. Gu, Seunghwa Ryu

    Diterbitkan 2022-11-01
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  15. 15
    Modeling Bioinspired Fish Scale Designs via a Geometric and Numerical Approach

    Modeling Bioinspired Fish Scale Designs via a Geometric and Numerical Approach oleh Ailin Chen, Komal Thind, Kahraman G. Demir, Grace X. Gu

    Diterbitkan 2021-09-01
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  16. 16
    Computational and Experimental Design Exploration of 3D‐Printed Soft Pneumatic Actuators

    Computational and Experimental Design Exploration of 3D‐Printed Soft Pneumatic Actuators oleh Kahraman G. Demir, Zhizhou Zhang, Jehan Yang, Grace X. Gu

    Diterbitkan 2020-07-01
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  17. 17
    Carbon-fiber reinforced polymer composites: A comparison of manufacturing methods on mechanical properties

    Carbon-fiber reinforced polymer composites: A comparison of manufacturing methods on mechanical properties oleh Andrew Y. Chen, Sebastian Baehr, Austin Turner, Zilan Zhang, Grace X. Gu

    Diterbitkan 2021-12-01
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  18. 18
    4D Printing of Electroactive Materials

    4D Printing of Electroactive Materials oleh Andrew Y. Chen, Elizabeth Pegg, Ailin Chen, Zeqing Jin, Grace X. Gu

    Diterbitkan 2021-12-01
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  19. 19
    Deep learning framework for material design space exploration using active transfer learning and data augmentation

    Deep learning framework for material design space exploration using active transfer learning and data augmentation oleh Yongtae Kim, Youngsoo Kim, Charles Yang, Kundo Park, Grace X. Gu, Seunghwa Ryu

    Diterbitkan 2021-09-01
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  20. 20
    Simulating CO2 diffusivity in rigid and flexible Mg-MOF-74 with machine-learning force fields

    Simulating CO2 diffusivity in rigid and flexible Mg-MOF-74 with machine-learning force fields oleh Bowen Zheng, Grace X. Gu, Carine dos Santos, Rodrigo Neumann Barros Ferreira, Mathias Steiner, Binquan Luan

    Diterbitkan 2024-06-01
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