| A physics-informed neural network-based topology optimization (PINNTO) framework for structural optimization H Jeong, J Bai, CP Batuwatta-Gamage, C Rathnayaka, Y Zhou, YT Gu Engineering Structures 278, 115484, 2023 | 39 | 2023 |
| A physics-informed neural network-based surrogate framework to predict moisture concentration and shrinkage of a plant cell during drying CP Batuwatta-Gamage, CM Rathnayaka, HCP Karunasena, W Wijerathne, ... Journal of Food Engineering 332, 111137, 2022 | 30 | 2022 |
| A general Neural Particle Method for hydrodynamics modeling J Bai, Y Zhou, Y Ma, H Jeong, H Zhan, C Rathnayaka, E Sauret, Y Gu Computer Methods in Applied Mechanics and Engineering 393, 114740, 2022 | 25 | 2022 |
| An introduction to programming Physics-Informed Neural Network-based computational solid mechanics J Bai, H Jeong, CP Batuwatta-Gamage, S Xiao, Q Wang, CM Rathnayaka, ... arXiv preprint arXiv:2210.09060, 2022 | 16 | 2022 |
| A complete Physics-Informed Neural Network-based framework for structural topology optimization H Jeong, C Batuwatta-Gamage, J Bai, YM Xie, C Rathnayaka, Y Zhou, ... Computer Methods in Applied Mechanics and Engineering 417, 116401, 2023 | 14 | 2023 |
| A novel physics-informed neural networks approach (PINN-MT) to solve mass transfer in plant cells during drying CP Batuwatta-Gamage, C Rathnayaka, HCP Karunasena, H Jeong, ... Biosystems Engineering 230, 219-241, 2023 | 8 | 2023 |
| Pore-scale modeling of multiphase flow in porous media using a conditional generative adversarial network (cGAN) Z Wang, H Jeong, Y Gan, JM Pereira, Y Gu, E Sauret Physics of Fluids 34 (12), 2022 | 6 | 2022 |
| A Physics-Informed Neural Network framework to investigate nonlinear and heterogenous shrinkage of drying plant cells CP Batuwatta-Gamage, CM Rathnayaka, HCP Karunasena, H Jeong, ... International Journal of Mechanical Sciences, 109267, 2024 | | 2024 |
| A Physics-Informed Neural-Network-Based Multi-Domain Computational Model to Investigate Nonlinear and Heterogenous Shrinkage of Plant Cells During Drying C Batuwatta-Gamage, C Rathnayaka, HCP Karunasena, H Jeong, ... Available at SSRN 4609292, 0 | | |
