Godasiaei, S.H., Talebizadehsardari, P. & Keshmiri, A., ‘Exploring Alumina Nanoparticle Deposition in Heat Exchangers with Hexagonal Tubes: A Hybrid Approach Integrating Numerical Simulations and Machine Learning’, Results in Engineering, 106477, 2025
Madani, S.A.S., Vaezi, E., Mirfasihi, S.S. & Keshmiri, A., ‘Predicting flow-blurring droplet size using neural networks and Bayesian optimization: A data-driven approach’, Machine Learning with Applications, 100708, 2025
Godasiaei, S.H., Talebizadehsardari, P. & Keshmiri, A., ‘ML-Driven optimization of two-phase microfluidic cooling using acoustofluidic bubble actuation and nanoarray-coated micropin structures’, Scientific Reports, 2025
Man, A., Jadidi, M., Keshmiri, A., Yin, H. & Mahmoudi, Y., ‘Non-unique machine learning mapping in data-driven Reynolds-averaged turbulence models’, Physics of Fluids, 36(9), 2024.
Jalili, D., Jang, S., Jadidi, M., Giustini, G., Keshmiri, A. & Mahmoudi, Y., ‘Physics-informed neural networks for heat transfer prediction in two-phase flows’, International Journal of Heat and Mass Transfer, 221, 125089, 2024
Man, A., Jadidi, M., Keshmiri, A., Yin, H. & Mahmoudi, Y., ‘A divide-and-conquer machine learning approach for modeling turbulent flows’, Physics of Fluids, 35(5), 2023.
Shahbazi, F., Jabbari, M., Esfahani, M.N. & Keshmiri, A., ‘Assessment of machine learning models trained by molecular dynamics simulations results for inferring ethanol adsorption on an aluminium surface’, Scientific Reports, 14, 2024.
