Aowabin Rahman
Khulna University(BD)Pacific Northwest National Laboratory(US)
Publications by Year
Research Areas
Building Energy and Comfort Optimization, Energy Load and Power Forecasting, Distributed Control Multi-Agent Systems, Reinforcement Learning in Robotics, Smart Grid Energy Management
Most-Cited Works
- → Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks(2017)722 cited
- → A machine learning framework for predicting the shear strength of carbon nanotube-polymer interfaces based on molecular dynamics simulation data(2020)114 cited
- → Predicting heating demand and sizing a stratified thermal storage tank using deep learning algorithms(2018)87 cited
- → Performance modeling and parametric study of a stratified water thermal storage tank(2016)65 cited
- → Predicting Microstructure-Sensitive Fatigue-Crack Path in 3D Using a Machine Learning Framework(2019)61 cited
- → Predicting fuel consumption for commercial buildings with machine learning algorithms(2017)34 cited
- → Investigating the efficacy of machine learning tools in modeling the continuous stabilization and carbonization process and predicting carbon fiber properties(2020)30 cited
- → Multiscale effects masked the impact of the COVID-19 pandemic on electricity demand in the United States(2021)28 cited
- → A void descriptor function to uniquely characterize pore networks and predict ductile-metal failure properties(2020)17 cited
- → tell: a Python package to model future totalelectricity loads in the United States(2022)17 cited