Fundamental Understanding of Heat and Mass Transfer Processes for Physics-Informed Machine Learning-Based Drying Modelling
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- Ahmet Beyzade Demirpolat, 2019. "Investigation of Mass Transfer with Different Models in a Solar Energy Food-Drying System," Energies, MDPI, vol. 12(18), pages 1-14, September.
- Wenjuan Zhang & Mohammed Al Kobaisi, 2022. "On the Monotonicity and Positivity of Physics-Informed Neural Networks for Highly Anisotropic Diffusion Equations," Energies, MDPI, vol. 15(18), pages 1-18, September.
- Zadin, V. & Kasemägi, H. & Valdna, V. & Vigonski, S. & Veske, M. & Aabloo, A., 2015. "Application of multiphysics and multiscale simulations to optimize industrial wood drying kilns," Applied Mathematics and Computation, Elsevier, vol. 267(C), pages 465-475.
- El-Sebaii, A.A. & Aboul-Enein, S. & Ramadan, M.R.I. & El-Gohary, H.G., 2002. "Empirical correlations for drying kinetics of some fruits and vegetables," Energy, Elsevier, vol. 27(9), pages 845-859.
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Keywords
heat and mass transfer; drying; physics-informed machine learning; porous media; conjugate modelling;All these keywords.
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