Dynamic Subarrays for Hybrid Precoding in Wideband mmWave MIMO Systems

Sungwoo Park, Ahmed Alkhateeb, Robert W. Heath

IEEE Transactions on Wireless Communications

Mimo SystemMillimeter Wave TechnologyEngineeringMulti-carrier CommunicationMultiuser Mimo +10

An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting

Seungmin Jung, Jihoon Moon, Sungwoo Park, +1

Sensors

Forecasting MethodologyEngineeringMachine LearningRecurrent Neural NetworkOperations Research +14

Electrolyte conditioning-enhanced electrokinetic remediation of arsenic-contaminated mine tailing

Kitae Baek, Do‐Hyung Kim, Sungwoo Park, +3

Journal of Hazardous Materials

Environmental ElectrochemistryChemical EngineeringEngineeringEnvironmental EngineeringEnvironmental Remediation +3

A comparative analysis of artificial neural network architectures for building energy consumption forecasting

Jihoon Moon, Sungwoo Park, Seungmin Rho, +1

International Journal of Distributed Sensor Networks

EngineeringNeural Networks (Machine Learning)Energy EfficiencyGreen BuildingBuilding Energy Conservation +20

Conditional Tabular GAN-Based Two-Stage Data Generation Scheme for Short-Term Load Forecasting

Jaeuk Moon, Seungwon Jung, Sungwoo Park, +1

IEEE Access

Forecasting MethodologyEngineeringMachine LearningLoad ForecastingData Generation +14

Electrokinetic remediation of contaminated soil with waste-lubricant oils and zinc

Sungwoo Park, Jae-Young Lee, Jung‐Seok Yang, +2

Journal of Hazardous Materials

Environmental ElectrochemistryHazardous WasteEnvironmental ChemistryChemical EngineeringEngineering +7

A probabilistic language based upon sampling functions

Sungwoo Park, Frank Pfenning, Sebastian Thrun

Artificial IntelligenceEngineeringRobot LocalizationProbabilistic ComputationAutonomous Systems +18

Monthly Electric Load Forecasting Using Transfer Learning for Smart Cities

Seungmin Jung, Sungwoo Park, Seungwon Jung, +1

Sustainability

Forecasting MethodologyEngineeringMachine LearningSmart CityLoad Control +21

Sliding window-based LightGBM model for electric load forecasting using anomaly repair

Sungwoo Park, Seungmin Jung, Seungwon Jung, +2

The Journal of Supercomputing

Electrical EngineeringEngineeringSmart GridEnergy ManagementPredictive Analytics +10

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation

Seungwon Jung, Jihoon Moon, Sungwoo Park, +3

Sensors

Intelligent ForecastingElectrical EngineeringEnergy Consumption ForecastingMachine LearningData Science +13