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Mahdi Shahbakhti

university of alberta

39H-index
255Paper Count
5.5KCitation Count
Published Papers 59
Publication Date
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Dual-stream transformer autoencoding with contrastive k-means and spectral learning for explainable unsupervised driving-behavior clustering
errAdvanced Engineering Informatics
IF9.9
err2026-04-25
err0
errOAAI
errAmirreza Yasami; Mohamadali Tofigh; Mahdi Shahbakhti; Charles Robert Koch
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Fuel Consumption and Emissions Reductions of Hybrid Electric Regional-Haul Trucks Equipped with a High-Pressure Direct Injection Natural Gas Engine in Real-World Driving Conditions
errEnergy Technology
IF3.6
err2026-04-08
err0
errOAAI
errSina Moghadasi; Navid Balazadeh-Meresht; Gordon McTaggart-Cowan; Mahdi Shahbakhti
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errSave
Optimizing Large-Spacing Truck Platooning in Windy Environments: Minimizing Fuel Consumption and Tailpipe Nitrogen Oxides Emissions
errIEEE-ASME Transactions on Mechatronics
IF7.3
err2026-01-12
err0
PREAI
errLuo Jiang; Mahdi Shahbakhti
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errSave
A generative physics-informed reinforcement learning-based approach for construction of representative drive cycle
errTransportation Research Part D: Transport and Environment
IF0
err2025-12-17
err0
errOAAI
errAmirreza Yasami; Mohamadali Tofigh; Mahdi Shahbakhti; Charles Robert Koch
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errSave
State-of-health forecasting of solid oxide fuel cells using physics-informed temporal graph convolutional network
errJournal of Power Sources
IF7.9
err2025-12-09
err0
errOAAI
errZeynab Salehi; Alireza Salahi; Masood Fakouri Hasanabadi; Amir Reza Hanifi; Daniel J. Smith; Charles Robert Koch; Mahdi Shahbakhti
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errSave
Machine learning-based estimation of vehicular emissions using on-board diagnostics data for intelligent fleet management
errAtmospheric Pollution Research
IF3.5
err2025-10-23
err0
PREAI
errHamidreza Abediasl; Masoud Aliramezani; Charles Robert Koch; Mahdi Shahbakhti
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errSave
Comparative techno-economic assessment of solid oxide fuel cells versus hydrogen-fueled internal combustion engines for institutional energy management
errFuel
IF7.5
err2025-09-08
err0
errOAAI
errAmir Reza Razmi; Amir Reza Hanifi; Mahdi Shahbakhti
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errSave
Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine
errControl Engineering Practice
IF4.6
err2025-08-05
err0
errOAAI
errHossein Mehnatkesh; Alexander Winkler; Edward Sperling; Javad Kheyrollahi; Mahdi Shahbakhti; David Gordon; Charles Robert Koch
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errSave
Reducing fuel consumption and tailpipe nitrogen oxides emissions through large-spacing truck platooning
errtransportation research part d transport and environment
IF0
err2025-07-31
err0
errOAAI
errLuo Jiang; Mahdi Shahbakhti
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errSave
A comparative techno-economic assessment between solar-based hydrogen production by methane pyrolysis and water electrolysis methods
errRENEWABLE ENERGY
IF9.1
err2025-04-01
err4
errOAAI
errRazmi, Amir Reza; Hanifi, Amir Reza; Shahbakhti, Mahdi
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Real-world steep drive cycles and gradeability performance analysis of hybrid electric and conventional class 8 regional-haul truck
errENERGY
IF9.4
err2025-02-01
err0
errOAAI
errMoghadasi, Sina; Yasami, Amirreza; Munshi, Sandeep; McTaggart-Cowan, Gordon; Shahbakhti, Mahdi
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errSave
Transfer learning-based deep neural network model for performance prediction of hydrogen-fueled solid oxide fuel cells
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2025-01-01
err0
errOAAI
errSalehi, Zeynab; Tofigh, Mohamadali; Kharazmi, Ali; Smith, Daniel J.; Hanifi, Amir Reza; Koch, Charles Robert; Shahbakhti, Mahdi
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errSave
Techno-economic analysis of a novel concept for the combination of methane pyrolysis in molten salt with heliostat solar field
errENERGY
IF9.4
err2024-08-01
err11
errOAAI
errRazmi, Amir Reza; Hanifi, Amir Reza; Shahbakhti, Mahdi
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errSave
Ambient Temperature Effects on Energy Consumption and CO2 Emissions of a Plug-in Hybrid Electric Vehicle
errENERGIES
IF3.2
err2024-07-20
err0
errOAAI
errAnsari, Amir; Abediasl, Hamidreza; Shahbakhti, Mahdi
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errSave
Transient modeling of a solid oxide fuel cell using an efficient deep learning HY-CNN-NARX paradigm
errJOURNAL OF POWER SOURCES
IF7.9
err2024-06-01
err4
errOAAI
errTofigh, Mohamadali; Salehi, Zeynab; Kharazmi, Ali; Smith, Daniel J.; Hanifi, Amir Reza; Koch, Charles Robert; Shahbakhti, Mahdi
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errSave
Design and performance analysis of hybrid electric class 8 heavy-duty regional-haul trucks with a micro-pilot natural gas engine in real-world highway driving conditions
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2024-06-01
err1
errOAAI
errMoghadasi, Sina; Long, Yanxiang; Jiang, Luo; Munshi, Sandeep; McTaggart-Cowan, Gordon; Shahbakhti, Mahdi
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errSave
Machine learning approaches for identification of heat release shapes in a low temperature combustion engine for control applications
errCONTROL ENGINEERING PRACTICE
IF4.6
err2024-03-01
err5
PREAI
errBatool, Sadaf; Naber, Jeffrey D.; Shahbakhti, Mahdi
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errSave
Modeling and microstructural study of anode-supported solid oxide fuel cells: Experimental and thermodynamic analyses
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2024-02-01
err22
PREAI
errRazmi, Amir Reza; Sharifi, Shakiba; Vafaeenezhad, Sajad; Hanifi, Amir Reza; Shahbakhti, Mahdi
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errSave
Road transportation emissions and energy consumption in cold climate cities
errURBAN CLIMATE
IF6.9
err2023-11-01
err3
PREAI
errAbediasl, Hamidreza; Meresht, Navid Balazadeh; Alizadeh, Hossein; Shahbakhti, Mahdi; Koch, Charles Robert; Hosseini, Vahid
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errSave
Design, thermodynamic, and economic analyses of a green hydrogen storage concept based on solid oxide electrolyzer/fuel cells and heliostat solar field
errRENEWABLE ENERGY
IF9.1
err2023-10-01
err70
PREAI
errRazmi, Amir Reza; Hanifi, Amir Reza; Shahbakhti, Mahdi
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Rolf D. Reitz
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Alberto Sangiovanni‐Vincentelli
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J
J. Karl Hedrick
H-index: 71 · Papers: 502
A
Antonio García
H-index: 51 · Papers: 299
A
A. Kharazmi
H-index: 44 · Papers: 147
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