Impact of different roofing mitigation strategies on near-surface temperature and energy consumption over the Chicago metropolitan area during a heatwave event

Haochen Tan, Rao Kotamarthi, Jiali Wang, +2

The Science of The Total Environment

EngineeringEnergy EfficiencyUrban Heat IslandGreen BuildingSocial Sciences +14

Downscaling with a nested regional climate model in near‐surface fields over the contiguous United States

Jiali Wang, V. R. Kotamarthi

Journal of Geophysical Research Atmospheres

EngineeringWeather ForecastingClimate ModelingAir TemperatureEarth System Science +20

Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model

Jiali Wang, Prasanna Balaprakash

Geoscientific model development

EngineeringMachine LearningWeather ForecastingClimate ModelingAtmospheric Model +19

Fast and accurate learned multiresolution dynamical downscaling for precipitation

Jiali Wang, Zhengchun Liu, Ian Foster, +3

Geoscientific model development

Convolutional Neural NetworkEngineeringNeural NetworkPrecipitation DataMulti-resolution Method +14

A parallel workflow implementation for PEST version 13.6 in high-performance computing for WRF-Hydro version 5.0: a case study over the midwestern United States

Jiali Wang, Cheng Wang, Vishwas Rao, +2

Geoscientific model development

Cluster ComputingParallel Workflow ImplementationHydrological ScienceEngineeringComputer Architecture +22

Efficient high-dimensional variational data assimilation with machine-learned reduced-order models

Romit Maulik, Vishwas Rao, Jiali Wang, +5

Geoscientific model development

Reduced Order ModelingNumerical Weather PredictionEarth ScienceMachine LearningData Science +10

Evaluation of dynamically downscaled extreme temperature using a spatially-aggregated generalized extreme value (GEV) model

Jiali Wang, Yuefeng Han, Michael L. Stein, +2

Climate Dynamics

ClimatologyMeteorologyExtreme TemperatureEngineeringExtreme Weather +8

Diagnosing added value of convection-permitting regional models using precipitation event identification and tracking

Won Chang, Jiali Wang, Julian C. Marohnic, +2

Climate Dynamics

HydrometeorologyMeteorologyClimatologyPrecipitation Event IdentificationEngineering +11

Similar simulation study on the characteristics of the electric potential response to coal mining

Yue Niu, Zhonghui Li, Biao Kong, +7

Journal of Geophysics and Engineering

EngineeringElectric PotentialMechanical EngineeringEp ResponseGeotechnical Engineering +14

Numerical simulation and analysis of the April 2013 Chicago Floods

Edwin Campos, Jiali Wang

Journal of Hydrology

MeteorologyFlash FloodHydrological DisasterEngineeringChicago Floods +8