| 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 | 187 | 2021 |
| Physics-based prognostics of implantable-grade lithium-ion battery for remaining useful life prediction YH Lui, M Li, A Downey, S Shen, VP Nemani, H Ye, C VanElzen, G Jain, ... Journal of Power Sources 485, 229327, 2021 | 107 | 2021 |
| Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial V Nemani, L Biggio, X Huan, Z Hu, O Fink, A Tran, Y Wang, X Zhang, ... Mechanical Systems and Signal Processing 205, 110796, 2023 | 105 | 2023 |
| Multi-objective geometric optimization of a PCM based matrix type composite heat sink R Srikanth, P Nemani, C Balaji Applied energy 156, 703-714, 2015 | 96 | 2015 |
| Design of bi-tortuous, anisotropic graphite anodes for fast ion-transport in Li-ion batteries VP Nemani, SJ Harris, KC Smith Journal of The Electrochemical Society 162 (8), A1415, 2015 | 87 | 2015 |
| Assessing the impact of electrolyte conductivity and viscosity on the reactor cost and pressure drop of redox-active polymer flow batteries VA Iyer, JK Schuh, EC Montoto, VP Nemani, S Qian, G Nagarjuna, ... Journal of Power Sources 361, 334-344, 2017 | 40 | 2017 |
| A physics-informed feature weighting method for bearing fault diagnostics H Lu, VP Nemani, V Barzegar, C Allen, C Hu, S Laflamme, S Sarkar, ... Mechanical Systems and Signal Processing 191, 110171, 2023 | 39 | 2023 |
| Ensembles of probabilistic LSTM predictors and correctors for bearing prognostics using industrial standards VP Nemani, H Lu, A Thelen, C Hu, AT Zimmerman Neurocomputing 491, 575-596, 2022 | 38 | 2022 |
| Joint training of a predictor network and a generative adversarial network for time series forecasting: A case study of bearing prognostics H Lu, V Barzegar, VP Nemani, C Hu, S Laflamme, AT Zimmerman Expert Systems with Applications 203, 117415, 2022 | 35 | 2022 |
| Analysis of crossover-induced capacity fade in redox flow batteries with non-selective separators VP Nemani, KC Smith Journal of The Electrochemical Society 165 (13), A3144, 2018 | 28 | 2018 |
| A hybrid machine learning model for battery cycle life prediction with early cycle data S Shen, V Nemani, J Liu, C Hu, Z Wang 2020 IEEE Transportation Electrification Conference & Expo (ITEC), 181-184, 2020 | 26 | 2020 |
| Uncovering the role of flow rate in redox-active polymer flow batteries: simulation of reaction distributions with simultaneous mixing in tanks VP Nemani, KC Smith Electrochimica Acta 247, 475-485, 2017 | 25 | 2017 |
| GAN-LSTM predictor for failure prognostics of rolling element bearings H Lu, V Barzegar, VP Nemani, C Hu, S Laflamme, AT Zimmerman 2021 IEEE International Conference on Prognostics and Health Management …, 2021 | 20 | 2021 |
| Assignment of energy loss contributions in redox flow batteries using exergy destruction analysis VP Nemani, KC Smith Journal of Power Sources 447, 227371, 2020 | 17 | 2020 |
| Reliability-informed life cycle warranty cost and life cycle analysis of newly manufactured and remanufactured units M Li, VP Nemani, J Liu, MA Lee, N Ahmed, GE Kremer, C Hu Journal of Mechanical Design 143 (11), 112001, 2021 | 11 | 2021 |
| Degradation-aware ensemble of diverse predictors for remaining useful life prediction V Nemani, A Thelen, C Hu, S Daining Journal of Mechanical Design 145 (3), 031706, 2023 | 7 | 2023 |
| Health index construction with feature fusion optimization for predictive maintenance of physical systems V Nemani, A Bray, A Thelen, C Hu, S Daining Structural and Multidisciplinary Optimization 65 (12), 349, 2022 | 6 | 2022 |
| Reliability-informed economic and energy evaluation for bi-level design for remanufacturing: A case study of transmission and hydraulic manifold VP Nemani, J Liu, N Ahmed, A Cartwright, GE Kremer, C Hu Journal of Mechanical Design 144 (8), 082001, 2022 | 6 | 2022 |
| Reliability-informed life-cycle warranty cost analysis: A case study on a transmission in agricultural equipment M Li, J Liu, VP Nemani, N Ahmed, GE Kremer, C Hu International Design Engineering Technical Conferences and Computers and …, 2020 | 4 | 2020 |
| Robust simulation of coupled reactions and transport in redox flow batteries using tailored numerical schemes VP Nemani, KC Smith Journal of The Electrochemical Society 167 (10), 103504, 2020 | 4 | 2020 |
