| Deep convolutional neural networks with ensemble learning and transfer learning for capacity estimation of lithium-ion batteries S Shen, M Sadoughi, M Li, Z Wang, C Hu Applied Energy 260, 114296, 2020 | 349 | 2020 |
| A deep learning method for online capacity estimation of lithium-ion batteries S Shen, M Sadoughi, X Chen, M Hong, C Hu Journal of Energy Storage 25, 100817, 2019 | 286 | 2019 |
| Physics-based convolutional neural network for fault diagnosis of rolling element bearings M Sadoughi, C Hu IEEE Sensors Journal 19 (11), 4181-4192, 2019 | 129 | 2019 |
| A physics-informed deep learning approach for bearing fault detection S Shen, H Lu, M Sadoughi, C Hu, V Nemani, A Thelen, K Webster, M Darr, ... Engineering Applications of Artificial Intelligence 103, 104295, 2021 | 121 | 2021 |
| Experimental study on heat transfer characteristics of R600a/POE/CuO nano-refrigerant flow condensation MA Akhavan-Behabadi, MK Sadoughi, M Darzi, M Fakoor-Pakdaman Experimental Thermal and Fluid Science 66, 46-52, 2015 | 101 | 2015 |
| Design optimization under uncertainty and speed variability for a piezoelectric energy harvester powering a tire pressure monitoring sensor AT Eshghi, S Lee, MK Sadoughi, C Hu, YC Kim, JH Seo Smart Materials and Structures 26 (10), 105037, 2017 | 59 | 2017 |
| Multivariate system reliability analysis considering highly nonlinear and dependent safety events M Sadoughi, M Li, C Hu Reliability Engineering & System Safety 180, 189-200, 2018 | 52 | 2018 |
| Sequential exploration-exploitation with dynamic trade-off for efficient reliability analysis of complex engineered systems MK Sadoughi, C Hu, CA MacKenzie, AT Eshghi, S Lee Structural and Multidisciplinary Optimization 57, 235-250, 2018 | 51 | 2018 |
| Experimental study of horizontal flattened tubes performance on condensation of R600a vapor M Darzi, MA Akhavan-Behabadi, MK Sadoughi, P Razi International Communications in Heat and Mass Transfer 62, 18-25, 2015 | 48 | 2015 |
| A hybrid Gaussian process model for system reliability analysis M Li, M Sadoughi, Z Hu, C Hu Reliability Engineering & System Safety 197, 106816, 2020 | 41 | 2020 |
| Multi-objective Bayesian optimization of super hydrophobic coatings on asphalt concrete surfaces A Nahvi, MK Sadoughi, A Arabzadeh, A Sassani, C Hu, H Ceylan, S Kim Journal of Computational Design and Engineering 6 (4), 693-704, 2019 | 41 | 2019 |
| A high-dimensional reliability analysis method for simulation-based design under uncertainty MK Sadoughi, M Li, C Hu, CA MacKenzie, S Lee, AT Eshghi Journal of Mechanical Design 140 (7), 071401, 2018 | 37 | 2018 |
| Numerical modeling for Fe3O4-water nanofluid flow in porous medium considering MFD viscosity M Sheikholeslami, MK Sadoughi Journal of Molecular Liquids 242, 255-264, 2017 | 35 | 2017 |
| High-dimensional reliability-based design optimization involving highly nonlinear constraints and computationally expensive simulations M Li, M Sadoughi, C Hu, Z Hu, AT Eshghi, S Lee Journal of Mechanical Design 141 (5), 051402, 2019 | 32 | 2019 |
| Condensation of nano-refrigerant inside a horizontal tube M Darzi, MK Sadoughi, M Sheikholeslami Physica B: Condensed Matter 537, 33-39, 2018 | 31 | 2018 |
| Experimental and numerical study on heat transfer characteristics of various geometrical arrangement of impinging jet arrays H Shariatmadar, S Mousavian, M Sadoughi, M Ashjaee International Journal of Thermal Sciences 102, 26-38, 2016 | 25 | 2016 |
| Online estimation of lithium-ion battery capacity using deep convolutional neural networks S Shen, MK Sadoughi, X Chen, M Hong, C Hu International design engineering technical conferences and computers and …, 2018 | 19 | 2018 |
| Kriging-based reliability analysis considering predictive uncertainty reduction M Li, S Shen, V Barzegar, M Sadoughi, C Hu, S Laflamme Structural and Multidisciplinary Optimization 63, 2721-2737, 2021 | 18 | 2021 |
| Online estimation of lithium-ion battery capacity using transfer learning S Shen, M Sadoughi, C Hu 2019 IEEE Transportation Electrification Conference and Expo (ITEC), 1-4, 2019 | 17 | 2019 |
| Reconstruction of unidirectional strain maps via iterative signal fusion for mesoscale structures monitored by a sensing skin M Sadoughi, A Downey, J Yan, C Hu, S Laflamme Mechanical Systems and Signal Processing 112, 401-416, 2018 | 16 | 2018 |
Chao HuAssociate Professor at University of ConnecticutVerified email at uconn.edu
