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Ali Mehmani

Observed names: A. Mehmani, Mehmani, Ali
ORCID: 0000-0002-5998-4951
Observed ORCID: 0000-0002-5998-4951
OpenAlex ID: A5042563106
Deep Learning-Based Real-Time Building Occupancy Detection Using AMI Data
2020 · Cong Feng, Ali Mehmani, et al. · IEEE Transactions on Smart Grid · 110
Concurrent optimization of thermal and electric storage in commercial buildings to reduce operating cost and demand peaks under time-of-use tariffs
2019 · Christoph J. Meinrenken, Ali Mehmani · Applied Energy · 57
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Predictive quantification of surrogate model fidelity based on modal variations with sample density
2015 · Ali Mehmani, Souma Chowdhury, et al. · Structural and Multidisciplinary Optimization · 54
Concurrent surrogate model selection (COSMOS): optimizing model type, kernel function, and hyper-parameters
2017 · Ali Mehmani, Souma Chowdhury, et al. · Structural and Multidisciplinary Optimization · 48
Constrained topological optimization of a football helmet facemask based on brain response
2016 · K.L. Johnson, S. Chowdhury, et al. · Materials & Design · 33
MFRED, 10 second interval real and reactive power for groups of 390 US apartments of varying size and vintage
2020 · Christoph J. Meinrenken, Noah Rauschkolb, et al. · Scientific Data · 26
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Indoor environmental wellness index (IEW-Index): Towards intelligent building systems automation and optimization
2023 · Yuqi Wang, Gulai Shen, et al. · Building and Environment · 24
Adaptive Switching of Variable-Fidelity Models in Population-Based Optimization
2015 · Ali Mehmani, Souma Chowdhury, et al. · Computational methods in applied sciences · 22
Data-Enabled Building Energy Savings (D-E BES)
2018 · Sanjmeet Abrol, Ali Mehmani, et al. · Proceedings of the IEEE · 19
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High fidelity multidisciplinary design optimization of a wing using the interaction of low and high fidelity models
2015 · Parviz Mohammad Zadeh, Ali Mehmani, et al. · Optimization and Engineering · 19
Characterizing Uncertainty Attributable to Surrogate Models
2013 · Jie Zhang, Souma Chowdhury, et al. · Journal of Mechanical Design · 17
Sensitivity of Wind Farm Output to Wind Conditions, Land Configuration, and Installed Capacity, Under Different Wake Models
2015 · Weiyang Tong, Souma Chowdhury, et al. · Journal of Mechanical Design · 14
Surrogate-Based Design Optimization with Adaptive Sequential Sampling
2012 · Ali Mehmani, Jie Zhang, et al. · AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference (SDM) · 13
Break-Even Analysis of Battery Energy Storage in Buildings Considering Time-of-Use Rates
2018 · Mucun Sun, Chih-Lun Chang, et al. · IEEE Green Technologies Conference (GreenTech) · 12
Market Suitability and Performance Tradeoffs Offered by Commercial Wind Turbines across Differing Wind Regimes
2016 · Souma Chowdhury, Ali Mehmani, et al. · Energies · 12
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Concurrent Surrogate Model Selection (COSMOS) Based on Predictive Estimation of Model Fidelity
2014 · Souma Chowdhury, Ali Mehmani, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 11
Residential electricity conservation in response to auto-generated, multi-featured, personalized eco-feedback designed for large scale applications with utilities
2020 · Christoph J. Meinrenken, Sanjmeet Abrol, et al. · Energy and Buildings · 10
Adaptive in situ model refinement for surrogate-augmented population-based optimization
2020 · Payam Ghassemi, Ali Mehmani, et al. · Structural and Multidisciplinary Optimization · 9
Quantifying Regional Error in Surrogates by Modeling its Relationship with Sample Density
2013 · Souma Chowdhury, Ali Mehmani, et al. · AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference (SDM) · 9
A Novel Approach to Simultaneous Selection of Surrogate Models, Constitutive Kernels, and Hyper-parameter Values
2014 · Ali Mehmani, Souma Chowdhury, et al. · AIAA Multidisciplinary Design Optimization Conference (MDO) · 8
MFRED (public file, 15/15 aggregate version): 10 second interval real and reactive power in 390 US apartments of varying size and vintage
2020 · Meinrenken, Christoph Johannes, Rauschkolb, Noah, et al. · Harvard Dataverse · 6
Real-time greenhouse gas emission intensity informed demand-side load regulation for power grid decarbonization
2025 · Honglin Li, Gulai Shen, et al. · Cell Reports Sustainability · 5
Uncertainty-Integrated Surrogate Modeling for Complex System Optimization
2015 · Ali Mehmani · Syracuse University Libraries (Syracuse University) · 5
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Using PeopleHour for occupant-centric office building performance assessment
2024 · Gulai Shen, John J. Gilbert, et al. · Building and Environment · 4
Variable-Fidelity Optimization With In-Situ Surrogate Model Refinement
2015 · Ali Mehmani, Souma Chowdhury, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 4
Works count: 57
Citation count: 570
H-index: 13
I10-index: 17
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