Digital groundwater
for the next generation groundwater management focusing on cyberinfrastructure and intelligent systems research |
Groundwater sustainability
evaluation with multi-process modeling, uncertainty analysis and participation |
Groundwater remediation
with simulation optimization method, remediation system design, and engineering economics analysis |
Saltwater intrusion
characterization, modeling, management, and uncertainty analysis |
Geological architecture reconstruction
using geophysical data, hydrofacies analysis, and geostatistical methods |
Inverse modeling
using optimization algorithms, sampling algorithms, high performance computing, and non-Gaussian data models |
Uncertainty analysis
using Markov chain Monte Carlo (MCMC) methods, covariance matrix methods, Bayesian model selection, Bayesian model averaging, Bayesian trees, and scoring rules |
Machine learning
using data from Earth system models, local and regional numerical models, in-situ measurements, and re-analysis products for environmental and water resources applications |