Search Results - Batuwatta-Gamage, C P

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  1. 1
    Fundamental Understanding of Heat and Mass Transfer Processes for Physics-Informed Machine Learning-Based Drying Modelling

    Fundamental Understanding of Heat and Mass Transfer Processes for Physics-Informed Machine Learning-Based Drying Modelling by Khan, Md Imran H., Batuwatta-Gamage, C. P., Karim, M. A., Gu, YuanTong

    Published in Energies (Basel)
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  2. 2
    A Physics-Informed Neural Network-based Topology Optimization (PINNTO) framework for structural optimization

    A Physics-Informed Neural Network-based Topology Optimization (PINNTO) framework for structural optimization by Jeong, Hyogu, Bai, Jinshuai, Batuwatta-Gamage, C.P., Rathnayaka, Charith, Zhou, Ying, Gu, YuanTong

    Published in Engineering structures
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  3. 3
    A physics-informed neural network-based surrogate framework to predict moisture concentration and shrinkage of a plant cell during drying

    A physics-informed neural network-based surrogate framework to predict moisture concentration and shrinkage of a plant cell during drying by Batuwatta-Gamage, C.P., Rathnayaka, C.M., Karunasena, H.C.P., Wijerathne, W.D.C.C., Jeong, H., Welsh, Z.G., Karim, M.A., Gu, Y.T.

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  4. 4
    A physics-informed neural network framework to investigate nonlinear and heterogenous shrinkage of drying plant cells

    A physics-informed neural network framework to investigate nonlinear and heterogenous shrinkage of drying plant cells by Batuwatta-Gamage, C.P., Rathnayaka, C.M., Karunasena, H.C.P., Jeong, H., Karim, M.A., Gu, Y.T.

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  5. 5
    An introduction to programming Physics-Informed Neural Network-based computational solid mechanics

    An introduction to programming Physics-Informed Neural Network-based computational solid mechanics by Bai, Jinshuai, Jeong, Hyogu, Batuwatta-Gamage, C P, Xiao, Shusheng, Wang, Qingxia, Rathnayaka, C M, Alzubaidi, Laith, Liu, Gui-Rong, Gu, Yuantong

    Published in arXiv.org
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  6. 6
    A novel physics-informed neural networks approach (PINN-MT) to solve mass transfer in plant cells during drying

    A novel physics-informed neural networks approach (PINN-MT) to solve mass transfer in plant cells during drying by Batuwatta-Gamage, Chanaka P., Rathnayaka, Charith, Karunasena, Helambage C.P., Jeong, Hyogu, Karim, Azharul, Gu, Yuan Tong

    Published in Biosystems engineering
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