| Deep learning-based real-time building occupancy detection using ami data C Feng, A Mehmani, J Zhang IEEE Transactions on Smart Grid 11 (5), 4490-4501, 2020 | 82 | 2020 |
| Predictive quantification of surrogate model fidelity based on modal variations with sample density A Mehmani, S Chowdhury, A Messac Structural and Multidisciplinary Optimization 52 (2), 353-373, 2015 | 65 | 2015 |
| Concurrent surrogate model selection (COSMOS): optimizing model type, kernel function, and hyper-parameters A Mehmani, S Chowdhury, C Meinrenken, A Messac Structural and Multidisciplinary Optimization 57, 1093-1114, 2018 | 64 | 2018 |
| Concurrent optimization of thermal and electric storage in commercial buildings to reduce operating cost and demand peaks under time-of-use tariffs CJ Meinrenken, A Mehmani Applied Energy 254, 113630, 2019 | 53 | 2019 |
| Constrained topological optimization of a football helmet facemask based on brain response KL Johnson, S Chowdhury, WB Lawrimore, Y Mao, A Mehmani, R Prabhu, ... Materials & Design 111, 108-118, 2016 | 41 | 2016 |
| Adaptive Switching of Variable-Fidelity Models in Population-Based Optimization A Mehmani, S Chowdhury, W Tong, A Messac Engineering and Applied Sciences Optimization 38, 175-205, 2015 | 22 | 2015 |
| Data-enabled building energy savings (DE BES) S Abrol, A Mehmani, M Kerman, CJ Meinrenken, PJ Culligan Proceedings of the IEEE 106 (4), 661-679, 2018 | 21 | 2018 |
| MFRED, 10 second interval real and reactive power for groups of 390 US apartments of varying size and vintage CJ Meinrenken, N Rauschkolb, S Abrol, T Chakrabarty, VC Decalf, ... Scientific Data 7 (1), 375, 2020 | 20 | 2020 |
| Surrogate-based design optimization with adaptive sequential sampling A Mehmani, J Zhang, S Chowdhury, A Messac 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials …, 2012 | 20 | 2012 |
| Market suitability and performance tradeoffs offered by commercial wind turbines across differing wind regimes S Chowdhury, A Mehmani, J Zhang, A Messac Energies 9 (5), 352, 2016 | 17 | 2016 |
| High fidelity multidisciplinary design optimization of a wing using the interaction of low and high fidelity models P Mohammad Zadeh, A Mehmani, A Messac Optimization and Engineering 17, 503-532, 2016 | 16 | 2016 |
| Sensitivity of wind farm output to wind conditions, land configuration, and installed capacity, under different wake models W Tong, S Chowdhury, A Mehmani, A Messac, J Zhang Journal of Mechanical Design 137 (6), 061403, 2015 | 16 | 2015 |
| Break-even analysis of battery energy storage in buildings considering time-of-use rates M Sun, CL Chang, J Zhang, A Mehmani, P Culligan 2018 IEEE Green Technologies Conference (GreenTech), 95-99, 2018 | 15 | 2018 |
| Characterizing uncertainty attributable to surrogate models J Zhang, S Chowdhury, A Mehmani, A Messac Journal of Mechanical Design 136 (3), 031004 (11 pages), 2014 | 15 | 2014 |
| Quantifying Regional Error in Surrogates by Modeling its Relationship with Sample Density A Mehmani, S Chowdhury, J Zhang, W Tong, A Messac | 12 | 2013 |
| Concurrent surrogate model selection (cosmos) based on predictive estimation of model fidelity S Chowdhury, A Mehmani, A Messac International Design Engineering Technical Conferences and Computers and …, 2014 | 11 | 2014 |
| A novel approach to simultaneous selection of surrogate models, constitutive kernels, and hyper-parameter values A Mehmani, S Chowdhury, A Messac 10th AIAA Multidisciplinary Design Optimization Conference, 2014 | 10 | 2014 |
| Residential electricity conservation in response to auto-generated, multi-featured, personalized eco-feedback designed for large scale applications with utilities CJ Meinrenken, S Abrol, GB Gite, C Hidey, K McKeown, A Mehmani, ... Energy and Buildings 232, 110652, 2021 | 9 | 2021 |
| Adaptive in situ model refinement for surrogate-augmented population-based optimization P Ghassemi, A Mehmani, S Chowdhury Structural and Multidisciplinary Optimization 62 (4), 2011-2034, 2020 | 9 | 2020 |
| Multi-objective wind farm design: Exploring the trade-off between capacity factor and land use W Tong, S Chowdhury, A Mehmani, A Messac Proceedings of the 10th World Congress on Structural and Multidisciplinary …, 2013 | 9 | 2013 |
