Showing 101 - 120 results of 279 for search '((((pinn OR pinggn) OR aina) OR (spingae OR hinge)) OR (spinga OR pin))', query time: 0.15s Refine Results
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    Data-driven forward and inverse analysis of two-dimensional soil consolidation using physics-informed neural network by Wang, Yu, Shi, Chao, Shi, Jiangwei, Lu, Hu

    Published 2024
    “…Different random seeds are used to test the robustness of the PINN developed and quantify the associated model uncertainty. …”
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    Journal Article
  9. 109

    Physics-informed neural network for fast prediction of temperature distributions in cancerous breasts as a potential efficient portable AI-based diagnostic tool by Mukhmetov, Olzhas, Zhao, Yong, Mashekova, Aigerim, Zarikas, Vasilios, Ng, Eddie Yin Kwee, Aidossov, Nurduman

    Published 2024
    “…This work presents the development of a novel Physics-Informed Neural Network (PINN) method for fast forward simulation of heat transfer through cancerous breast models. …”
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    Journal Article
  10. 110

    Four dimensional printing with single and multi-component smart material structures by Feng, Xiaofan

    Published 2018
    “…A sample with hinge thickness of 0.5 mm could be folded five times in average before fracture, while the maximum folding time for hinge with thickness of 0.3mm is seven in average before fracture. …”
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    Final Year Project (FYP)
  11. 111

    Higher-order Dirac semimetal in a photonic crystal by Wang, Zihao, Liu, Dongjue, Teo, Hau Tian, Wang, Qiang, Xue, Haoran, Zhang, Baile

    Published 2022
    “…Numerical results on the band structure show that the designed three-dimensional photonic crystal is able to host two fourfold Dirac points, which are connected in the momentum-space projections via higher-order hinge states localized at the hinge. The higher-order topology can be characterized by the topological invariant χ(6) at different values of k_z . …”
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    Journal Article
  12. 112

    Improvement on fishing friendly structure (FFS) retrieval process by Huang, Hui.

    Published 2012
    “…Stress analysis on Fishing Friendly Structure leg hinge joint was also performed and structural integrity of the modified Fishing Friendly Structure was verified.…”
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    Final Year Project (FYP)
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    Design and investigation of air-cooled heat sinks using 3D printing technology by Lim, Ming Chong

    Published 2016
    “…This study presents the heat transfer performance of five pin fin heat sinks that have been fabricated using Selective Laser Melting. …”
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    Final Year Project (FYP)
  15. 115

    A two-dimensional co-rotational Timoshenko beam element with XFEM formulation by Xu, Jin, Lee, Chi King, Tan, Kang Hai

    Published 2014
    “…Pin connections and plastic hinges produce non-smooth displacement fields in beam structures. …”
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    Journal Article
  16. 116

    Physics-Informed Deep Learning for Plasma Etch Optimization by Dighamber, Mohit

    Published 2024
    “…Future work includes utilizing the PINN model in a Bayesian framework to facilitate recipe optimization for the desired etch profile.…”
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    Thesis
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    Convective boiling and condensation in enhanced tubes produced by selective laser melting by Tan, Choon Yong

    Published 2018
    “…The design of the four tubes are five long circumferential pin fins, eight short circumferential pin fins, twisted pin fins and a metallic foam structure. …”
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    Final Year Project (FYP)