Concepedia
Statistics
Publications
13
Citations
1.2K
H-Index
12
Active since
2015
Affiliations
University of Utah(Current)
Pacific Northwest National Laboratory
The University of Texas at Tyler
Aowabin Rahman is an author at University of Utah specializing in engineering, energy management, and energy efficiency.
Top concepts
EngineeringEnergy ManagementEnergy EfficiencyData ScienceHeat TransferMachine LearningThermal ModelingThermal EngineeringPredictive AnalyticsDeep Learning
Publications per year
2015–2022
Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks
Aowabin Rahman, Vivek Srikumar, Amanda D. Smith · Applied Energy · 2017 · 718 citations
Engineering, Data Science, Energy Management +8
A machine learning framework for predicting the shear strength of carbon nanotube-polymer interfaces based on molecular dynamics simulation data
Aowabin Rahman, Prathamesh Deshpande, Matthew S. Radue et al. · Composites Science and Technology · 2020 · 114 citations
Predicting heating demand and sizing a stratified thermal storage tank using deep learning algorithms
Aowabin Rahman, Amanda D. Smith · Applied Energy · 2018 · 86 citations
Engineering, Machine Learning, Energy Management +13
Performance modeling and parametric study of a stratified water thermal storage tank
Aowabin Rahman, Amanda D. Smith, Nelson Fumo · Applied Thermal Engineering · 2016 · 64 citations
Engineering, Energy Efficiency, Energy Management +10
Predicting Microstructure-Sensitive Fatigue-Crack Path in 3D Using a Machine Learning Framework
Kyle D. Pierson, Aowabin Rahman, Ashley D. Spear · JOM · 2019 · 60 citations · Full text
Engineering, Mechanics, Mechanical Engineering +12
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