Published in Physics of Fluids, 2025
Mathieu, Mullins, Kamil, Hamza, Fahsi, Adil, & Soulaïmani, Azzeddine
Citation: Mullins, M., Kamil, H., Fahsi, A., & Soulaimani, A. (2025). Physics-informed neural networks for solving moving interface flow problems using the level set approach. Physics of Fluids, 37, 107124.
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Published in Journal of Hydrology, 133624, 2025
Kamil, Hamza, Soulaïmani, Azzeddine, & Beljadid, Abdelaziz
Citation: Kamil, H., Soulaïmani, A., & Beljadid, A. (2025). A comparative study of physics-informed neural network strategies for modeling water and nitrogen transport in unsaturated soils. Journal of Hydrology, 133624.
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Published in Journal of Computational Physics, 114156, 2025
Kamil, Hamza, Soulaïmani, Azzeddine, & Beljadid, Abdelaziz
Citation: Kamil, H., Soula, A., & Beljadid, A. (2025). Physics-informed neural operators for efficient modeling of infiltration in porous media. Journal of Computational Physics, 114156.
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Published in Advances in Water Resources, 193, 104835, 2024
Kamil, Hamza, Soulaïmani, Azzeddine, & Beljadid, Abdelaziz
Citation: Kamil, H., Beljadid, A., Soulaïmani, A., & Bourgault, Y. (2024). Semi-implicit schemes for modeling water flow and solute transport in unsaturated soils. Advances in Water Resources, 193, 104835.
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Published in Computer Methods in Applied Mechanics and Engineering, 431, 117276, 2024
Kamil, Hamza, Soulaïmani, Azzeddine, & Beljadid, Abdelaziz
Citation: Kamil, H., Soulaïmani, A., & Beljadid, A. (2024). A transfer learning physics-informed deep learning framework for modeling multiple solute dynamics in unsaturated soils. Computer Methods in Applied Mechanics and Engineering, 431, 117276.
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Published in 16th World Congress on Computational Mechanics and 4th Pan American Congress on Computational Mechanics, 2024
Nour-eddine Toutlini, Kamil, Hamza, Soulaïmani, Azzeddine, & Beljadid, Abdelaziz
Citation: Toutlini, N., Kamil, H., Soulaïmani, A., & Beljadid, A. Predictor-corrector second-order time-stepping schemes for solving water flow and solute transport in unsaturated porous media. In 16th World Congress on Computational Mechanics and 4th Pan American Congress on Computational Mechanics, 21-26 July, Vancouver, Canada.
Paper
Published in 16th World Congress on Computational Mechanics and 4th Pan American Congress on Computational Mechanics, 2024
Kamil, Hamza, Soulaïmani, Azzeddine, & Beljadid, Abdelaziz
Citation: Kamil, H., Soulaïmani, A., & Beljadid, A. (2024, July). Physics-informed neural networks vs finite element method for modeling coupled water and solute flow in unsaturated soils. In 16th World Congress on Computational Mechanics and 4th Pan American Congress on Computational Mechanics, 21-26 July, Vancouver, Canada.
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