huan1441
Tao holds a PhD in Civil Engineering from Purdue University. His research interests focus on Earth systems data science and uncertainty quantification.
Purdue UniversityWest Lafayette, IN
Pinned Repositories
ABE65100_Project
ABE65100_Project_HydrologicModeling
AutoRAS
Provides python based functions for interacting with HEC-RAS 1D (steady and unsteady) and 2D models
Bayesian-Model-Averaging-for-Ensemble-Flood-Modeling
These Python scripts are developed for estimating the Bayesian Model Averaging (BMA) parameters (weights and variances) of ensemble flood modeling.
Estimating-Parameters-of-NRCS-Unit-Hydrographs
These Python scripts are developed for estimating the parameters of the Natural Resources Conservation Service (NRCS, formerly the Soil Conservation Service, SCS) unit hydrograph.
GUIs-for-Indiana-NRCS-Unit-Hydrograph
These two graphical user interfaces (GUIs) developed based on Excel VBA and Python are used for generating the ordinates of Indiana NRCS unit hydrograph (referred as Finley UH to honor David Finley who inspired this study).
HEC-RAS-Geometry-to-Shapefiles
These Python scripts are developed for converting the river centerlines and cross-sections of multiple HEC-RAS models to the corresponding polyline shapefiles.
huan1441.github.io
Investigating-Uncertainty-in-Evaluation-Metrics-of-Ensemble-Flood-Modeling
These Python scripts are developed for investigating and demonstrating the sampling uncertainty in evaluation metrics of ensemble flood modeling by using bootstrapping analysis.
AutoRAS
Provides python based functions for interacting with HEC-RAS 1D (steady and unsteady) and 2D models
huan1441's Repositories
huan1441/Bayesian-Model-Averaging-for-Ensemble-Flood-Modeling
These Python scripts are developed for estimating the Bayesian Model Averaging (BMA) parameters (weights and variances) of ensemble flood modeling.
huan1441/Estimating-Parameters-of-NRCS-Unit-Hydrographs
These Python scripts are developed for estimating the parameters of the Natural Resources Conservation Service (NRCS, formerly the Soil Conservation Service, SCS) unit hydrograph.
huan1441/HEC-RAS-Geometry-to-Shapefiles
These Python scripts are developed for converting the river centerlines and cross-sections of multiple HEC-RAS models to the corresponding polyline shapefiles.
huan1441/ABE65100_Project
huan1441/ABE65100_Project_HydrologicModeling
huan1441/AutoRAS
Provides python based functions for interacting with HEC-RAS 1D (steady and unsteady) and 2D models
huan1441/GUIs-for-Indiana-NRCS-Unit-Hydrograph
These two graphical user interfaces (GUIs) developed based on Excel VBA and Python are used for generating the ordinates of Indiana NRCS unit hydrograph (referred as Finley UH to honor David Finley who inspired this study).
huan1441/huan1441.github.io
huan1441/Investigating-Uncertainty-in-Evaluation-Metrics-of-Ensemble-Flood-Modeling
These Python scripts are developed for investigating and demonstrating the sampling uncertainty in evaluation metrics of ensemble flood modeling by using bootstrapping analysis.